Articles

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Evolution of the number of published papers

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Metaheuristics Techniques

... - 1990

  • Selim G. Akl. 1989. The Design and Analysis of Parallel Algorithms. Prentice-Hall, Inc., Upper Saddle River, NJ, USA. Bibtex
  • B. Manderick and P. Spiessens. Fine-grained parallel genetic algorithms. In J. D. Schaffer, editor, Proceedings of the Third International Conference on Genetic Algorithms, pages 428-433. Morgan Kaufmann, 1989. Bibtex

1991 - 1995

  • R. Battiti and G. Tecchiolli. The Reactive Tabu Search. ORSA Journal on Computing, 6(2):126-140, 1994. Bibtex
  • P. Chardaire, J.L. Lutton, and A. Sutter. Thermostatistical persistency: A powerful improving concept for simulated annealing algorithms. European Journal of Operational Research, 86:565-579, 1995. Bibtex
  • T. A. Feo and M. G. C. Resende. Greedy randomized adaptive search procedures. Journal of Global Optimization, 6:109-133, 1995. Bibtex

1996 - 2000

  • H. Mühlenbein and G. Paass. From recombination of genes to the estimation of distributions. In H.-M. Voigt, W. Ebeling, I. Rechenberg, and H. -P. Schwefel, editors, Proceedings of the 4th Conference on Parallel Problem Solving from Nature - PPSN IV, volume 1411 of Lecture Notes in Computer Science, pages 178-187, Berlin, 1996. Springer. Bibtex
  • T. Bäck, D.B. Fogel, and Z. Michalewicz, editors. Handbook of Evolutionary Computation. Institute of Physics Publishing Ltd, Bristol, UK, 1997. Bibtex
  • F. Glover. Scatter search and path relinking. In D. Corne, M. Dorigo, and F. Glover, editors, New Ideas in Optimization, Advanced topics in computer science series. McGraw-Hill, 1999. Bibtex
  • C. Voudouris and E. Tsang. Guided Local Search. European Journal of Operational Research, 113(2):469-499, 1999. Bibtex

2001 - 2005

  • V. Campos, F. Glover, M. Laguna, and R. Martí. An Experimental Evaluation of a Scatter Search for the Linear Ordering Problem. Journal of Global Optimization, 21:397-414, 2001. Bibtex
  • P. Hansen and N. Mladenovic. Variable neighborhood search: Principies and applications. European journal of Operational Research, 3:449-467, 2001. Bibtex
  • H. R. Lourenço, O. Martin, and T. Stützle. Iterated Local Search. In F. Glover and G. Kochenberger, editors, Handbook of Metaheuristics, volume 57 of International Series in Operations Research & Management Science, pages 321-353. Kluwer Academic Publishers, Norwell, MA, 2002. Bibtex
  • E-G. Talbi. A Taxonomy of Hybrid Metaheuristics. Journal of Heuristics, 8(5):541-564, 2002. Bibtex
  • C.Blum and A.Roli. Metaheuristics in combinatorial optimization: Overview and conceptual comparison. ACM Computing Surveys, 35(3):268-308, 2003. Bibtex
  • M. Dorigo and T. Stützle. Ant Colony Optimization. MIT Press, Cambridge, MA, 2004. Bibtex

2006 - 2010

  • da Silva, A. R. and Ochi, L. S. 2009. New sequential and parallel algorithm for Dynamic Resource Constrained Project Scheduling Problem. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-7. Bibtex

2011 - ...

  • J-C. Boisson, L. Jourdan, E-G. Talbi, «Metaheuristics based de novo protein sequencing: a new approach», Applied Soft Computing, to appear 2011.

Parallel Metaheuristics

Measuring Performance

... - 1990

  • M.J. Flynn. Very High-Speed Computing Systems. Proceedings of the IEEE 54, pages 1901-1909, 1966. Bibtex
  • R.L. Graham. Bounds on multiprocessor timing anomalies. SIAM Jorunal of Applied Mathematics, 17:416-429, 1969. Bibtex
  • M.R. Garey and D.S. Johnson. Computers and Intractability: A Guide to the Theory of Np-Completeness. W.H. Freeman. San Francisco, 1979. Bibtex
  • B. Golden and W. Stewart. Empirical Analisys of Heuristics. In E. Lawlwer and J. Lenstra and A. Rinnooy Kan and D. Schoys, editors, The Traveling Salesman Problem, a Guided Tour of Combinatorial Optimization, pages 207-249, Chichester, UK, 1985. Wiley. Bibtex
  • E.R. Tufte. The Visual Display of Quantitative Information. Graphic Press, 1986. Bibtex
  • A.H. Karp and H.P. Flatt. Measuring parallel processor performance. Communications of the ACM, 33(5):539-543, 1990. Bibtex

1991 - 1995

  • D.C. Montgomery. Design and Analysis of Experiments. John Wiley, New York, 3rd edition, 1991. Bibtex
  • R.S. Barr and B.L. Hickman. Reporting Computational Experiments with Parallel Algorithms: Issues, Measures, and Expert Opnions. ORSA Journal on Computing, 5(1):2-18, 1993. Bibtex
  • Shumeet Baluja. 1993. Structure and Performance of Fine-Grain Parallelism in Genetic Search. In Proceedings of the 5th International Conference on Genetic Algorithms, Stephanie Forrest (Ed.). Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 155-162. Bibtex
  • V. Donalson, F. Berman, and R. Paturi. Program speedup in heterogeneous computing network. Journal of Parallel and Distributed Computing, 21:316-322, 1994. Bibtex
  • R.S. Barr, B.L Golden, J.P. Kelly, M.G.C. Resende, and W.R. Stewart. Designing and Reporting on Computational Experiments with Heuristic Methods. Journal of Heuristics, 1(1):9-32, 1995. Bibtex
  • J.N. Hooker. Testing heuristics: We have it all wrong. Journal of Heuristics, 1(1):33-42, 1995. Bibtex

1996 - 2000

  • M. Capcarrère, M. Tomassini, A. Tettamanzi, and M. Sipper, “A statistical study of a class of cellular evolutionary algorithms,” Evolut. Comput., vol. 7, no. 3, pp. 255–274, 1999. Bibtex
  • E.Alba and J.M.Troya, Cellular evolutionary algorithms: Evaluating the influence of ratio, in Parallel Problem Solving from Nature, PPSN VI. ser. Lecture Notes in Computer Science, M. Schoenauer et al., Eds. New York: Springer-Verlag, 2000, vol. 1917, pp. 29–38. Bibtex

2001 - 2005

  • Enrique Alba and J. M. Troya. 2001. Analyzing synchronous and asynchronous parallel distributed genetic algorithms. Future Gener. Comput. Syst. 17, 4 (January 2001), 451-465. Bibtex
  • E.Alba. Parallel evolutionary algorithms can achieve super-linear performace. Information Processing Letters, 82:7-13, 2002. Bibtex
  • A.E. Eiben and M. Jelasity. A Critical Note on Experimental Reseeach Methodology in EC. Congress on Evolutionary Computation 2002, pages 582-587. IEEE Press, 2002. Bibtex
  • D.S. Johnson. A Theoretician's Guide to the Experimental Analysis of Algorithms. Proceedings of 5th DIMACS Implementation Challenges, 2002. Bibtex
  • C. Hervás. Análisis estadístico de comparación de algoritmos o heurísticas. Personal Communication, University of Córdoba, Spain, 2004. Bibtex
  • R.L. Rardin and R. Uzsoy. Experimental Evaluation of Heuristic Optimization Algorihtms: A Tutorial. Journal of Heuristics, 7(3):261-304, 2004. Bibtex

2006 - 2010

  • Boukerche, A., Batista, R. B., and de Melo, A. C. 2009. Exact pairwise alignment of megabase genome biological sequences using a novel z-align parallel strategy. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Holladay, K. 2009. Characterizing the genetic programming environment for fifth (GPE5) on a high performance computing cluster. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1363-1370. Bibtex
  • Winkler, S. M., Affenzeller, M., and Wagner, S. 2009. Fine grained population diversity analysis for parallel genetic programming. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Lässig, J. and Sudholt, D. 2010. The benefit of migration in parallel evolutionary algorithms. In Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation (Portland, Oregon, USA, July 07 - 11, 2010). GECCO '10. ACM, New York, NY, 1105-1112. Bibtex

2011 - ...

  • Muhannad Hijaze and David Corne, 2011. Distributed Evolutionary Algorithm Topologies with Adaptive Migration Schemes. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Moraveji, R., Sarbazi–Azad, H., and Zomaya, A.Y., 2011, “Performance Modeling of Cartesian Product Networks,” Journal of Parallel and Distributed Computing, Vol. 71, No. 1, pp. 105–113. Bibtex
  • Matteo De Felice, Sandro Meloni and Stefano Panzieri. Effect of Topology on Diversity of Spatially-Structured Evolutionary Algorithms. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1579)
  • Frank Neumann, Pietro S. G. Oliveto, Günter Rudolph and Dirk Sudholt. On the Effectiveness of Crossover for Migration in Parallel Evolutionary Algorithms. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM(Page 1587)

Frameworks

... - 1990

1991 - 1995

1996 - 2000

  • E.D. Goodman. An introduction to GALOPPS—the genetic algorithm optimized for portability and parallelism system (Release 3.2). Tech. Report 96-07-01, Genetic Algorithms Research and Applications Group, Michigan State University, Michigan, 1996. Bibtex

2001 - 2005

  • E. Alba, J.M. Troya, Gaining New Fields of Application for OOP: the Parallel Evolutionary Algorithm Case, The Journal of Object-Oriented Programming, December 2001. Bibtex
  • M.J. Blesa, L. Hernandez and F. Xhafa. Parallel Skeletons for Tabu Search Method. 8th International Conference on Parallel and Distributed Systems, pages 23-28, 2001. Bibtex
  • M.G Arenas, P. Collet, A.E. Eiben, M. Jelasity, J.J. Merelo, B. Paechter, M. Preuss, and M. Schoenauer. A framework for distributed evolutionary algorithms. Parallel Problem Solving from Nature--PPSN VII, Proc. Seventh Int’l Conf., Granada, 2439:665-675, 2002. Bibtex
  • C. Gagne and M. Parizeau. Open BEAGLE: A new versatile C++ framework for evolutionary computation. Late-Breaking Papers of the Genetic and Evolutionary Computation Conference (GECCO), pages 161-168. New York, 2002. Bibtex
  • Christian Gagné, Marc Parizeau and Marc Dubreuil. Distributed BEAGLE: An Environment for Parallel and Distributed Evolutionary Computations. Proc. of the 17th Annual International Symposium on High Performance Computing Systems and Applications (HPCS) 2003. Sherbrooke (QC), Canada. Bibtex
  • M. Craus and L. Rudeanu. Parallel framework for ant-like algorithms. Third International Workshop on Parallel and Distributed Computing. Third International Symposium on/Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks, pages 36-41, 2004. Bibtex
  • S. Cahon and N. Melab and E.-G. Talbi. An enabling framework for parallel optimization on the computational grid. CCGRID '05: Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05), 2:702-709, 2005. Bibtex
  • J. Costa, N. Lopes and P. Silva. JDEAL: The Java Distributed Evolutionary Algorithms Library. Seen July, Volume 20, 2005. Bibtex
  • M. Craus and L. Rudeanu. Parallel framework for cooperative processes. Scientific Programming, 3(13):205-217. IOS Press, 2005. Bibtex

2006 - 2010

  • E. Alba, F. Almeida, M. Blesa, C. Cotta, M. Díaz, I. Dorta, J.Gabarró, C. León, G. Luque, J. Petit, C. Rodríguez, A. Rojas, F. Xhafa, Efficient Parallel LAN/WAN Algorithms for Optimization. The MALLBA Project, Parallel Computing 32(5-6):415-440, 2006. Bibtex
  • E. Alba and G. Luque and J. G. Nieto and G. Ordoñez and G. Leguizamón. MALLBA: a software library to design efficient optimisation algorithms. International Journal of Innovative Computing and Applications 2007 (IJICA), 1(1):74-85, 2007. Bibtex
  • Lee, Y. C. and Zomaya, A. Y. 2009. Interweaving heterogeneous metaheuristics using harmony search. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Mueller, C. L., Baumgartner, B., Ofenbeck, G., Schrader, B., and Sbalzarini, I. F. 2009. pCMALib: a parallel fortran 90 library for the evolution strategy with covariance matrix adaptation. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1411-1418. Bibtex

2011 - ...

  • A. Liefooghe, L. Jourdan, E-G. Talbi, «A software framework based on a conceptual unified approach for evolutionary multiobjective optimization: ParadisEO-MOEO», European Journal of Operational Research (EJOR), Vol.209, No.2, pp.104-112, 2011. Bibtex

Trajectory Methods

... - 1990

  • T. Lai and S. Sahni. Anomalies in parallel branch-and-bound algorithms. Communications of the ACM 27 (1984) 594-602. Bibtex
  • T. Lai and A. Sprague. Performance of parallel branch-and-bound algorithms. IEEE Transaction on computers 34 (1985) 962-964. Bibtex
  • S.A. Kravitz and R.A. Rutenbar. Placement by simulated annealing on a multiprocessor. IEEE Trans. in Computer Aided Design, 6:534-549, 1987. Bibtex

1991 - 1995

  • R. Azencort, Simulated Annealing: Parallelization Techniques, John Wiley and Sons, 1992. Bibtex
  • M.T. Jones and P.E. Plassmann. A parallel graph coloring heuristic. A parallel graph coloring heuristic, 14(3):654-669, 1993. Bibtex
  • B. Gendron and T.G. Crainic. Parallel Branch-And-Bound Algorithms: Survey and Synthesis. Operations Research, 42(6):1042-1066. JSTOR, 1994. Bibtex
  • G. Rudolph. Massively parallel simulated annealing and its relation to evolutionary algorithms. Evolutionary Computation, 1(4):361-382, 1994. Bibtex
  • G. Bongiovanni, P. Crescenzi and C. Guerra, Parallel simulated annealing for shape detection. Computer Vision and Image Understanding, 61(1),60-69, (1995). Bibtex
  • M.G.A. Verhoeven and E.H.L Aarts. Parallel local search. Journal of Heuristics, 1(1):43-65. Springer 1995. Bibtex

1996 - 2000

  • C-C. Chou. Parallel Simulated Annealing and Applications. State University of New York at Stony Brook, 1996. Bibtex
  • S.C.S. Porto and C.C. Ribeiro. Parallel Tabu Search Message-Passing Synchronous Strategies for Task Scgeduling Under Precedence Contraints. Journal of Heuristics, 1(2):207-223, 1996. Bibtex
  • I. De Falco, R. Del Balio and E. Tarantino. An analysis of parallel heuristics for task allocation in multicomputers. Computing, 59(3):259-275. Springer-Verlag New York, Inc. New York, NY, USA, 1997. Bibtex
  • R.M. Aiex, S.L. Martins, C.C Ribeiro and N.L.R Rodriguez. Cooperative Mult-thread Parallel Tabu Search with an Application to Circuit Partitioning. Proceedings of the 5th International Symposium on Solving Irregularly Structured Problems in Parallel., pages 311-331, 1998. Bibtex
  • AC Alvim, and CC Ribeiro. Balanceamento de carga na paralelizacao da meta-heurística GRASP. X Simposio Brasileiro de Arquiteturas de Computadores, pages 279--282, 1998. Bibtex
  • S.L. Martins, C.C. Ribeiro, and M.C. Souza. A parallel grasp for the steiner problem in graphs. LCNS 1457, pages 285-297, 1998. Bibtex
  • P.R. McMULLEN. Using simulated annealing to solve a multiobjective assembly line balancing problem with parallel workstations. International Journal of Production Research, 36(10):2717-2741, 1998. Bibtex
  • K.W. Chu, Y. Deng and J. Reinitz, Parallel simulated annealing by mixing of states", Journal of Computational Physics, 148 (2), 646-662, (1999). Bibtex
  • A. Grama and V. Kumar. State of the art in parallel search techniques for discrete optimization problems. IEEE Transactions on Knowledge and Data Engineering, 11(1):28-35, 1999. Bibtex
  • S.H. Kwok, A. G. Constantinides: A Parallel Recursive Shortest Spanning Tree Algorithm for Image Segmentation in Distributed Computing Environment. Journal of Parallel and Distributed Computing, 56:181-207, 1999. Bibtex
  • J.P.B. Leite, and B.H.V Topping, Parallel simulated annealing for structural optimization. Computers and Structures, 73,545-564, (1999). Bibtex
  • M. Randall and D. Abramson. A General Parallel Tabu Search Algorithm for Combinatorial Optimisation Problems, School of Information Technology. Bond University, Technical Report TR99-03, Submitted to the Journal of Heuristics, 1999. Bibtex
  • E.E. Santos: Optimal and Near-Optimal Algorithms for k-Item Broadcast. Journal of Parallel and Distributed Computing, 57:121-139. 1999. Bibtex
  • C. Cotta, E. Alba, and J. M. Troya, “Stochastic reverse hillclimbing and iterated local search,” in Proc. 1999 Congress Evolutionary Computa- tion. Piscataway, NJ: IEEE Press, 1999, vol. 2, pp. 1558–1565. Bibtex
  • M. Miki, T. Hiroyasu, M. Ikeuchi and M. Kasai. Application of temperature parallel simulated annealing to continuous optimization problems. Science and Engineering Review of Doshisha University(Japan), 41(1):59-68, 2000. Bibtex
  • H.S. Sánchez, H.S. and J.F. Solís, A Methodology to Parallel the Temperature Cycle in Simulated Annealing. Proceedings of the Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, pages 63-74, Springer-Verlag London, UK, 2000. Bibtex

2001 - 2005

  • T. Crainic, and Quebec Centre for Research on Transportation. Parallel Computation, Co-operation, Tabu Search. entre for Research on Transportation= Centre de recherche sur les transports (CRT), 2001. Bibtex
  • M.S. Fiorenzo Catalano and F. Malucelli: Parallel randomized heuristics for the set covering problem. International Journal of Practical Parallel Computing, 10(4):113-132(2001). Bibtex
  • M. Gendreau, G. Laporte, and F. Semet. A dynamic Model and Parallel Tabu Search Heuristic for Real-Time Ambulance Relocation. Parallel Computing, 27:1641-1653, 2001. Bibtex
  • A. Bevilacqua. A Methodological Approach to Parallel Simulated Annealing on an SMP System. Journal of Parallel and Distributed Computing, 62(10), 1548-1570, (2002). Bibtex
  • T.G. Crainic, and M. Gendreau. Cooperative Parallel Tabu Search for Capacitated Network Design. Journal of Heuristics, 8(6):601-627. Springer 2002. Bibtex
  • T. G. Crainic and M. Gendreau. Cooperative Parallel Tabu Search for Capacitated Network Design. Journal of Heuristics, 6(8):601-627. Kluwer Academic Publishers, 2002. Bibtex
  • V.D Cung, S.L Martins, C.C Ribeiro and C. Roucairol. Strategies for the parallel implementation of metaheuristics. In C.C. Ribeiro and P.Hansen, editors, Essays and surveys in metaheuristics, pages 263-308. Kluwer Academic Publishers, 2002. Bibtex
  • L.M.A. Drummond, L.S. Vienna, M.B. Silva and L.S. Ochi. Distributed parallel metaheuristics based on GRASP and VNS for solving the traveling purchaser problem. Ninth International Conference on Parallel and Distributed Systems, pagex 257-263, 2002. Bibtex
  • A. Bortfeldt, H. Gehring, and D. Mack. A parallel tabu search algorithm for solving the container loading problem. Parallel Computing, 29(5):641-662, 2003. Bibtex
  • P. Caricato, G. Ghiani, A. Grieco and E. Guerriero. Parallel tabu search for a pickup and delivery problem under track contention. Parallel Computing, 29(5):631-639, 2003. Bibtex
  • J. Blazewicz, A. Moret-Salvador, and R. Walkowiak. Parallel tabu search approaches for two-dimensional cutting. Parallel Processing Letters, 14(1), 23-32, 2004. Bibtex
  • S.L. Martins, C.C Ribeiro and I. Rosseti. Applications and parallel implementations of metaheuristics in network design and routing. Lecture Notes in Computer Science, 3285:205-213. Springer, 2004. Bibtex
  • T. G. Crainic M. Gendreau and P. Hansen N. Mladenovic. Cooperative Parallel Variable Neighborhood Search for the p-Median. Journal of Heuristics, 3(10):293-314. Kluwer Academic Publishers, 2004. Bibtex
  • C.A.S. Oliveira and P.M. Pardalos. A distributed optimization algorithm for power control in wireless ad hoc networks. 18th International Parallel and Distributed Processing Symposium, 2004. Bibtex
  • T. James, C. Rego and F. Glover. Sequential and parallel path-relinking algorithms for the quadratic assignment problem. IEEE Intelligent Systems, 20(4):58-65, 2005. Bibtex
  • H. Yi, Q. Yuhui, L. Guangyuan and L. Kaiyou. A parallel tabu search approach based on genetic crossover operation. 19th International Conference on Advanced Information Networking and Applications, 2005. Bibtex
  • D.S. Vianna, J.E.C. Arroyo, P.S. Vieira and T.R. de Azeredo. Parallel strategies for a multi-criteria GRASP algorithm. 25th International Conference of the Chilean Computer Science Society, pages 116-122, 2005. Bibtex

2006 - 2010

  • L.M.A Drummond, E. Uchoa, A.D. Goncalves, J.M.N. Silva, M.C.P Santos, and M.C.S. de Castro. A Grid-Enabled Distributed Branch-and-Bound Algorithm with Application on the Steiner Problem in Graphs. Parallel Computing, 32(9):629-642, 2006. Bibtex
  • Gatani, L. and Re, G.L. and Gaglio, S. An efficient distributed algorithm for generating and updating multicast trees. Parallel Computing, 3(11-12):777-793, 2006. Bibtex
  • M. Sevkli and M.E. Aydin. Parallel variable neighbourhood search algorithms for job shop scheduling problems. IMA Journal of Management Mathematics, 18(2):117. IMA, 2007. Bibtex
  • Celso C. Ribeiro and Isabel Rosseti. Efficient parallel cooperative implementations of GRASP heuristics. Parallel Computing, 1(33):21-35. Elsevier Science Publishers B. V., 2007. Bibtex

2011 - ...

  • Yves Caniou, Philippe Codognet, Daniel Diaz, and Salvador Abreu, 2011. Experiments in Parallel Constraint-Based Local Search. LNCS 6622, p. 96 ff. 11th European Conference, EvoCOP 2011, Torino, Italy. Bibtex

Population Based Methods

... - 1990

  • J. P. Cohoon, S. U. Hegde, W. N. Martin, and D. Richards, “Punctuated equilibria: A parallel genetic algorithm,” in Proc. 2nd Int. Conf. Genetic Algorithms, J. J. Grefenstette, Ed., 1987, pp. 148–154. Bibtex
  • T. Hiroyasu, M. Miki, and N. Negami. Distributed Genetic Algorithms with Randomized Migration Rate. In Proc. of the IEEE Conf. of Systems, Man and Cybernetics, volume 1, pages 689-694. IEEE Press, 1989. Bibtex
  • M. Gorges-Schleuter. ASPARAGOS an asynchronous parallel genetic optimization strategy. In Proceedings of the third international conference on Genetic algorithms table of contents, pages 422-427. Morgan Kaufmann, 1989. Bibtex
  • J.L. Deneubourg, S. Aron, S. Goss, and J.M. Pasteels: The self-organizing exploratory pattern of the Argentine ant. J. Insect Behaviour, 32:159-168(1990). Bibtex

1991 - 1995

  • A. Colorni, M. Dorigo, V. Maniezzo and others. Distributed optimization by ant colonies. Proceedings of the First European Conference on Artificial Life, pages 134-142. Paris, France: Elsevie Publishing, 1991. Bibtex
  • S. Oliker, M. Furst and O. Maimon. A distributed genetic algorithm for neural network design and training. Complex Systems, 6(5):459-477, 1992. Bibtex
  • DA. Linkens and H.O. Nyongesa. A distributed genetic algorithm for multivariable fuzzy control. IEE Colloquium on Genetic Algorithms for Control Systems Engineering, pages 1-9, 1993. Bibtex
  • M. Dorigo. Parallel ant system: An experimental study; unpublished manuscript, (1993). Bibtex
  • B.S. Duncan. Parallel evolutionary programming. In D.B. Fogel and W. Atmar, editors, Proceedings of the 2nd Annual Conference on Evolutionary Programming, pages 202-209. Evolutionary programming Society. La Jolia (CA), 1993. Bibtex
  • Arthur L. Corcoran and Roger L. Wainwright. A parallel island model genetic algorithm for the multiprocessor scheduling problem. SAC '94: Proceedings of the 1994 ACM symposium on Applied computing. ACM Press, New York, 1994. Bibtex
  • J. M. Daida, S. J. Ross, and B. C. Hannan, “Biological symbiosis as a metaphor for computational hybridization.,” in Proc. 6th Int. Conf. Genetic Algorithms, L. J. Eshelman, Ed., 1995, pp. 328–335. Bibtex

1996 - 2000

  • Theodore C. Belding. 1995. The Distributed Genetic Algorithm Revisited. In Proceedings of the 6th International Conference on Genetic Algorithms, Larry J. Eshelman (Ed.). Bibtex
  • D. Andre and J.R. Koza. A parallel implementation of genetic programming that achieves super-linear performance. In H.R. Arabria, editor, Proceedings of the International Conf. on Parallel and Distributed Processing Techniques and Applications, volume III, pages 1163-1174, 1996. Bibtex
  • David Andre and John R. Koza. 1996. Parallel genetic programming: a scalable implementation using the transputer network architecture. In Advances in genetic programming, Peter J. Angeline and Kenneth E. Kinnear, Jr. (Eds.). Bibtex
  • H. Juille and J.B. Pollack. Massively parallel genetic programming . In Peter J. Angeline and K. E. Kinnear, Jr., editors, Advances in Genetic Programming 2, pages 339-358. MIT Press, Cambridge, MA, USA, 1996. Bibtex
  • T. Bäck. Evolutionary Algorithms in Theory and Practice: evolution strategies, evolutionary programming, genetic algorithms. Oxford University Press US. 1996. Bibtex
  • P.Calégari,F.Guidec,P.Kuonen,andD.Kobler,“Parallelisland-based genetic algorithm for radio network design,” J. Parallel Distrib. Comput., vol. 47, pp. 86–90, 1997. Bibtex
  • B. Carse, A.G. Pipe and O. Davies. Parallel evolutionary learning of fuzzy rule bases using the islandinjection genetic algorithm. IEEE International Conference on Systems, Man, and Cybernetics, volume 4, pages 3692-3697, 1997. Bibtex
  • E. Cantú-Paz and D. E. Goldberg, “Predicting speedups of idealized bounding cases of parallel genetic algorithms,” in Proc. 7th Int. Conf. Genetic Algorithms, T. Bäck, Ed., 1997, pp. 113–120. Bibtex
  • L.S Ochi, L.M.A. Drummond and R.M.V. Figueiredo. Design and implementation of a parallel genetic algorithm for the travelling purchaser problem. Proceedings of the 1997 ACM symposium on Applied computing, pages 257-262. ACM Press New York, NY, USA, 1997. Bibtex
  • I. De Falco, R. Del Balio and E. Tarantino. An analysis of parallel heuristics for task allocation in multicomputers. Computing, 59(3):259-275. Springer-Verlag New York, Inc. New York, NY, USA, 1997. Bibtex
  • E. Cantú-Paz, “A survey of parallel genetic algorithms,” Calculateurs Parallèles, Réseaux et Systèmes Répartis, vol. 10, no. 2, pp. 141–171, 1998. Bibtex
  • W. Punch. How effective are multiple populations in genetic programming. Genetic Programming vol 98, pages 308-313, 1998. Bibtex
  • F. Krüger, D. Merkle, and M. Middendorf. Studies on a Parallel Ant System for the BSP Model; Unpub. manuscript (1998). Bibtex
  • E. Alba and J.M. Troya. A survey of parallel distributed genetic algorithms. Complexity, 4(4):31-52, 1999. Bibtex
  • E. Cantú-Paz and D. E. Goldberg, “On the scalability of parallel genetic algorithms,” Evolut. Comput., vol. 7, no. 4, pp. 429–449, 1999. Bibtex
  • A. Grama and V. Kumar. State of the art in parallel search techniques for discrete optimization problems. IEEE Transactions on Knowledge and Data Engineering, 11(1):28-35, 1999. Bibtex
  • B.D. Davison and K. Rasheed. Effect of global parallelism on the behavior of a steady state genetic algorithm for design optimization. Proceedings of the 1999 Congress on Evolutionary Computation, pages 167-170, 1999. Bibtex
  • E. Alba and J.M. Troya. Influence of the Migration Policy in Parallel Distributed GAs with Structured and Panmictic Populations. Applied Intelligence 3(12):163-181. Hingham, MA, USA, 2000. Bibtex
  • W. Yi, Q. Liu and Y. He. Dynamic distributed genetic algorithms. Proceedings of the 2000 Congress on Evolutionary Computation, volume 2, 2000. Bibtex
  • J. Ocenásek and J. Schwarz. The parallel bayesian optimization algorithm. In Procedings of the European Symposium on Computational Intelligence, pages 61-67, 2000. Slovak Republic. Bibtex
  • H. Kawamura, M. Yamamoto, K. Suzuki, and A. Ohuchi. Multiple ant colonies algorithm based on colony level interactions. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, (2):371-379(2000). Bibtex
  • F. Herrera and M. Lozano. Gradual distributed real-coded genetic algorithm. IEEE Transaction in Evolutionary Computation;4:43-63, 2000. Bibtex
  • E. Cantú-Paz. Efficient and Accurate Parallel Genetic Algorithms. Kluwer Academic Press, 2000. Bibtex

2001 - 2005

  • E. Cantú-Paz. Migration Policies, Selection Pressure, and Parallel Evolutionary Algorithms. Journal of Heuristics 4(7):311-334. Kluwer Academic Publishers, 2001. Bibtex
  • K. Weinert, J. Mehnen, and G. Rudolph. Dynamic Neighborhood Structures in Parallel Evolution Strategies. Secretary of the SFB 531. 2001. Bibtex
  • J.A. Lozano, R. Sagarna and P. Larrañaga. Parallel Estimation of Distribution Algorithms. In P. Larrañaga and J. A. Lozano, editors, Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation. Kluwer Academis Publishers, pages 129-145, 2001. Bibtex
  • E.Alba, C. Cotta, F. Chicano, and J. Nebro. Parallel evolutionary algorithms in telecommunications: Two case studies. In Proceedings of the CACIC'02, Buenos Aires, Argentina, 2002. Bibtex
  • E. Alba and M. Tomassini. Parallelism and evolutionary algorithms. IEEE Transactions on Evolutionary Computation, 6(5):443-462, 2002. Bibtex
  • E. Alba, J.M. Troya, Improving Flexibility and Efficiency by Adding Parallelism to Genetic Algorithms, Statistics and Computing, 12(2):91-114, 2002. Bibtex
  • P. Albuquerque, and A. Dupuis: A Parallel Cellular Ant Colony Algorithm for Clustering and Sorting. Proc. of ACRI 2002, LNCS 2493, Springer, 220-230 (2002). Bibtex
  • V.D Cung, S.L Martins, C.C Ribeiro and C. Roucairol. Strategies for the parallel implementation of metaheuristics. In C.C. Ribeiro and P.Hansen, editors, Essays and surveys in metaheuristics, pages 263-308. Kluwer Academic Publishers, 2002. Bibtex
  • D. A. L. Piriyajumar and P. Levi. A New Approach to Exploiting Parallelism in Ant Colony Optimization. International Symposium on Micromechatronics and Human Science (MHS). Nagoya, Japan, 2002. Bibtex
  • J.F. Wang, J. Periaux and M. Sefrioui. Parallel evolutionary algorithms for optimization problems in aerospace engineering. Journal of Computational and Applied Mathematics, 149:155-169, 2002. Bibtex
  • F. de Toro, J. Ortega, J. Fernandez and A. Diaz. PSFGA: a parallel genetic algorithm for multiobjective optimization. 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing, pages 384-391, 2002. Bibtex
  • M. Rahoual,R. Hadji and V. Bachelet. Parallel Ant System for the Set Covering Problem. In M. Dorigo et al., editor, 3rd Intl. Workshop on Ant Algorithms, LCNS 2463, pages 262-267. Springer-Verlag, 2002. Bibtex
  • M. Randall and A. Lewis, A parallel implementation of Ant Colony Optimization. Journal of Parallel and Distributed Computing, 62(9):1421-1432(2002). Bibtex
  • C.W. Ahn, D.E. Goldberg and R.S. Ramakrishna. Multiple-deme parallel estimation of distribution algorithms: Basic framework and application. Technical Report 2003016, University of Illinois, 2003. Bibtex
  • F. de Toro, J. Ortega and B. Peatcher. Parallel single Front Genetic Algorithm Performance Analysis in a Cluster System. In Proc. of the Int. Parallel and Distributed Processing Symp. (IPDPS'03), page 143, 2003. Bibtex
  • D.A. Van Veldhuizen, J.B. Zydallis and G.B. Lamont. Considerations in engineering parallel multiobjective evolutionary algorithms. IEEE Transactions on Evolutionary Computation, 87(2):144-173, 2003. Bibtex
  • A. Mendiburu, J.A. Lozano, and J. Miguel-Alonso. Parallel estimation of distribution algorithms: New approaches. Technical Report EHU-KAT-IK-1-3, Department of Computer Architecture and Technology. The University of the Basque Country, 2003. Bibtex
  • M. T. Islam, P. Thulasiraman and R. K. Thulasiram. A Parallel Ant Colony Optimization Algorithm for All-Pair Routing in MANETs. IPDPS-NIDISC'03, page 259. Nize, France, 2003. Bibtex
  • F. Eberhard, F. Dignath and L. Kübler. Parallel Evolutionary Optimization of Multibody Systems with Application to Railway Dynamics. Multibody System Dynamics 9(2):143-164, 2003. Bibtex
  • C. Gagne M. Parizeau and M. Dubreuil. The Master-Slave Architecture for Evolutionary Computations Revisited. Proceedings of the Genetic and Evolutionary Computation Conference, pages 1578-1579, 2003. Bibtex
  • F. García-López, F. García Torres, M. Melián-Batista, B. Moreno-Peréz, J.A. Moreno-Vega, J.M., Parallelization of the scatter search for the p-median problem, Parallel Computing 29(2003)575-589. Bibtex
  • D. Gies and Y. Rahmat-Samii. Reconfigurable array design using parallel particle swarm optimization. IEEE ntennas and Propagation Society International Symposium, 2003. Bibtex
  • E. Alba, F.Luna, and A.J. Nebro. Advances in Parallel Heterogeneous Genetic Algorithms for Continuous Optimization. International Journal of Applied Mathematics and Compute Science, 14(3):317-333, 2004. Bibtex
  • E. Alba, G. Leguizamón and G. Ordóñez. Parallel ant algorithms for the minimum tardy task problem. Congreso Argentino de Ciencias de la Computacion, San Justo, Argentina, October, pages 4-8, 2004. Bibtex
  • J.F. Schutte, J.A. Reinbolt, B.J. Fregly, R.T. Haftka and A.D. George. Parallel Global Optimization with the Particle Swarm Algorithm. Int. J. Numer. Meth. Engng, 61:2296-2315, 2004. Bibtex
  • S.L. Martins, C.C Ribeiro and I. Rosseti. Applications and parallel implementations of metaheuristics in network design and routing. Lecture Notes in Computer Science, 3285:205-213. Springer, 2004. Bibtex
  • F.G. Lobo, C.F. Lima, and H. Mártires. An architecture for massive parallelization of the compact genetic algorithm. Arxiv preprint cs.NE/0402049, 2004. Bibtex
  • S.-C. Chu, J.F. Roddick, and J.-S. Pan: Ant colony system with communication strategies. Information Sciences 167(1-4):63-76, (2004). Bibtex
  • I.L. Schoeman and A.P. Engelbrecht. A Parallel vector-based particle swarm optimizer. Proceedings of the International Conference on Artificial Neural Networks and Genetic Algorithms, 2005. Bibtex
  • K.F Doerner, R.F Hartl, and M. Lucka. A parallel version of the d-ant algorithm for the vehicle routing problem. International Workshop on Parallel Numerics, pages 20-23, 2005. Bibtex
  • I. Iimura, K. Hamaguchi, T. Ito and S. Nakayama. A Study of Distributed Parallel Processing for Queen Ant Strategy in Ant Colony Optimization. Sixth International Conference on Parallel and Distributed Computing, Applications and Technologies. PDCAT, pages 553-557, 2005. Bibtex
  • B. Zhao, C.X. Guo, P.X. Zhang and Y.J. Cao. Distributed cooperative particle swarm optimization algorithm for reactive power optimization. Zhongguo Dianji Gongcheng Xuebao(Proceedings of the Chinese Society of Electrical Engineering), 25(21):1-7, 2005. Bibtex

2006 - 2010

  • F.G. López, M.G. Torres, B.M. Batista, J.A.M. Pérez and J.M. Moreno-Vega. Solving Feature Subset Selection Problem by a Parallel Scatter Search. European Journal of Operational Research, 169:477-489, 2006. Bibtex
  • K.F. Doerner, R.F Hartl, S. Benkner and M. Lucka. Parallel cooperative savings based ant colony optimization-: Multiple search and decomposition approaches. Parallel processing letters, 16(3):351-369, 2006. Bibtex
  • J.M. Hereford. A Distributed Particle Swarm Optimization Algorithm for Swarm Robotic Applications. IEEE Congress on Evolutionary Computation, pages 1678-1685, 2006. Bibtex
  • A. Mendiburu, J. Miguel-Alonso, and J.A. Lozano. Implementation and performance evaluation of a parallelization of estimation of bayesian network algorithms. Parallel processing letters, 1(16):133-148, World Scientific Publishing, 2006. Bibtex
  • Istvan Borgulya. 2008. A parallel evolutionary algorithm for unconstrained binary quadratic problems. In Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO '08), Maarten Keijzer (Ed.). ACM, New York, NY, USA, 603-604. Bibtex
  • Santiago Muelas, Jose M. Peña, Victor Robles, and Antonio LaTorre. 2008. Voronoi-initializated island models for solving real-coded deceptive problems. In Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO '08), Maarten Keijzer (Ed.). ACM, New York, NY, USA, 993-1000. Bibtex
  • Miwako Tsuji, Masaharu Munetomo, and Kiyoshi Akama. 2008. Empirical investigations on parallel competent genetic algorithms. In Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO '08), Maarten Keijzer (Ed.). ACM, New York, NY, USA, 1073-1080. Bibtex
  • D. Wang, Y. Yan and H. Wang. An adaptive version of parallel MPSO with OpenMP for Uncapacitated Facility Location problem. Control and Decision Conference pages 2387-2391, 2008. CCDC 2008. Chinese. Bibtex
  • J. L. J. Laredo, P. A. Castillo, A. M. Mora, and J. J. Merelo. Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers. Soft Computing-A Fusion of Foundations, Methodologies and Applications, volume 12, pages 1145-1156, 2008. Bibtex
  • V.G. Asouti, K.C Giannakoglou. Aerodynamic optimization using a parallel asynchronous evolutionary algorithm controlled by strongly interacting demes. Engineering Optimization, 41(3):241-257, 2009. Bibtex
  • Switalski, P. and Seredynski, F. 2009. Solving multiprocessor scheduling problem with GEO metaheuristic. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Weis, G. and Lewis, A. 2009. Using XMPP for ad-hoc grid computing - an application example using parallel ant colony optimisation. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-4. Bibtex
  • Madeiro, S. S., Bastos-Filho, C. J., Lima Neto, F. B., and Figueiredo, E. M. 2009. Adaptative clustering Particle Swarm Optimization. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Araujo, L., Merelo, J. J., Mora, A., and Cotta, C. 2009. Genotypic differences and migration policies in an island model. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1331-1338. Bibtex
  • Danoy, G., Dorronsoro, B., and Bouvry, P. 2009. Overcoming partitioning in large ad hoc networks using genetic algorithms. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1347-1354. Bibtex
  • Grouchy, P., Thangavelautham, J., and D'Eleuterio, G. M. 2009. An island model for high-dimensional genomes using phylogenetic speciation and species barcoding. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1355-1362. Bibtex
  • Llorà, X. 2009. Data-intensive computing for competent genetic algorithms: a pilot study using meandre. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1387-1394. Bibtex
  • Luque, G., Alba, E., and Dorronsoro, B. 2009. An asynchronous parallel implementation of a cellular genetic algorithm for combinatorial optimization. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1395-1402. Bibtex
  • Walton, M., Grewal, G., and Darlington, G. 2010. Parallel FPGA-based implementation of scatter search. In Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation (Portland, Oregon, USA, July 07 - 11, 2010). Bibtex
  • Luque, G. and Alba, E. 2010. Selection pressure and takeover time of distributed evolutionary algorithms. In Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation (Portland, Oregon, USA, July 07 - 11, 2010). Bibtex
  • Jörg Lässig and Dirk Sudholt. 2010. Experimental supplements to the theoretical analysis of migration in the Island model. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Bibtex
  • Jörg Lässig and Dirk Sudholt. 2010. General scheme for analyzing running times of parallel evolutionary algorithms. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Bibtex

2011 - ...

  • Wuang G., Wu D. and Szeto K.Y. 2011. Quasy-Parallel Genetic Algorithms with Different Communication Topologies. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Zhang L.F. and Zhou C.X., 2011. A Novel Island Model to Realize Self Organization of Subpopulations. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Jianli He, Zhijian Wu, Hui Wang and Jing Wang, 2011. Parallelized Differential Evolution with Neighborhood Search for Solving High-Dimensional Optimization Problems. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Carlton Downey and Mengjie Zhang, 2011. Parallel Linear Genetic Programming. 14th European Conference, EuroGP 2011, Torino, Italy. LNCS 6621, p. 178 ff. Bibtex
  • Batuhan Bozkurt and Kamer Ali Yüksel, 2011. Parallel Evolutionary Optimization of Digital Sound Synthesis Parameters. LNCS 6625, p. 194 ff. EvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, and EvoTRANSLOG, Torino, Italy. Bibtex
  • Ogier Maitre, Deepak Sharma, Nicolas Lachiche, and Pierre Collet, 2011. DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a Tournament. LNCS 6624, p. 284 ff. EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy. Bibtex
  • Caner Candan, Johann Dréo, Pierre Savéant and Vincent Vidal. Parallel Divide-and-Evolve: Experiments with OpenMP on a Multicore Machine. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1571)
  • Maribel G. Arenas, Juan-Julián Merelo Guervós, Juan-Luis J. Laredo, Pedro Castillo, Gustavo Romero and Antonio M. Mora. Using Free Cloud Storage Services for Distributed Evolutionary Algorithms. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1603)
  • Jörg Lässig and Dirk Sudholt. 2011. Adaptive population models for offspring populations and parallel evolutionary algorithms. In Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms (FOGA '11). Bibtex

Hybrids

... - 1990

  • N. L. J. Ulder, E. H. L. Aarts, H. J. Bandelt, P. J. M. van Laarhoven and E. Pesch. Genetic Local Search Algorithms for the Travelling Salesman Problem. Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, pages 109-116. Springer-Verlag London, UK, 1990. Bibtex
  • G. Von Laszewski and H. Mühlenbein. Partitioning a Graph with a Parallel Genetic Algorithm. Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, pages 165-169, 1990. Bibtex

1991 - 1995

  • J. Cohoon, S. Hegde, W. Martin and D. Richards. Distributed genetic algorithms for the floorplan design problem. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 10(4):483-492, 1991. Bibtex
  • O. Martin, S. W. Otto and E. W. Felten. Large-step Markov Chains for the Traveling Salesman Problem. regon Graduate Institute of Science and Technology, Dept. of Computer Science and Engineering, 1991. Bibtex
  • T. Hogg and C.P. Williams. Solving the really hard problems with cooperative search. roc. of the 11th Natl. Conf. on Artificial Intelligence (AAAI93), pages 231-236, 1993. Bibtex
  • S.W. Mahfoud and D. E. Goldberg. Parallel Recombinative Simulated Annealing: A Genetic Algorithm. Parallel Computing, 21(1):1-18, 1995. Bibtex

1996 - 2000

  • C. L. Huntley and D. E. Brown. Parallel genetic algorithms with local search. Computers and Operations Research, 23(6):559-571, 1996. Bibtex
  • P. Adamidis and V. Petidis. Co-operating populations with different evolution behavior. In Proceedings of the Second IEEE Conference on Evolutionary Computation, pages 188-191. IEEE Press, 1996. Bibtex
  • V. Bachelet, P. Preux and E.G Talbi. Parallel Hybrid Meta-Heuristics: Application to the Quadratic Assignment Problem. Proceedings of the Parallel Optimization Colloquium,(Versailles, France), 1996. Bibtex
  • C. Cotta and J.M. Troya. A hybrid genetic algorithm for the 0-1 multiple knapsack problem. Artificial Neural Nets and Genetic Algorithms, 3:251-255, 1998. Bibtex

2001 - 2005

  • L.M.A. Drummond, L.S. Ochi, and D.S. Vianna. An asynchronous parallel metaheuristic for the period vehicle routing problem. Future Generation Computer Systems, 17(4):379-386. Elsevier, 2001. Bibtex
  • H. Gehring and J. Homberger. Parallelization of a Two-Phase Metaheuristic for Routing Problems with Time Windows. Journal of Heuristics, 3(8):251-276. Kluwer Academic Publishers, 2002. Bibtex
  • E.Alba, C. Cotta, F. Chicano, and J. Nebro. Parallel evolutionary algorithms in telecommunications: Two case studies. In Proceedings of the CACIC'02, Buenos Aires, Argentina, 2002. Bibtex
  • E-G. Talbi. A Taxonomy of Hybrid Metaheuristics. Journal of Heuristics, 8(5):541-564, 2002. Bibtex
  • R.M. Aiex, S. Binato, and M.G.C. Resende. Parallel GRASP with path-relinking for job shop scheduling. Parallel Computing, 29:393-430, 2003. Bibtex
  • G. Ghiani, G.Guerriero, G. Laporte and R. Musmanno. Real-Time Vehicle Routing: Solution Concepts, Algorithms and Parallel Computing Strategies, European Journal of Operational Research, 151:1-11,2003. Bibtex
  • V. Minzu and L. Beldiman. A parallel hybrid metaheuristic for the single machine scheduling problem. Proceedings of the IEEE International Symposium. Assembly and Task Planning, pages 134-139, 2003. Bibtex
  • E. Alba, G. Luque, J.M Troya, Parallel LAN/WAN Heuristics for Optimization, Parallel Computing, 30(5-6):611-628, 2004. Bibtex
  • R. Baños and C. Gil and J. Ortega and F. G. Montoya. A Parallel Multilevel Metaheuristic for Graph Partitioning. Journal of Heuristics 3(10):315-336. Kluwer Academic Publishers, 2004. Bibtex
  • T. Ray and H.M. Tsai. A PARALLEL HYBRID OPTIMIZATION ALGORITHM FOR ROBUST AIRFOIL DESIGN. 42 nd AIAA Aerospace Sciences Meeting and Exhibit, 2004. Bibtex

2006 - 2010

  • S. Cahon, E.G. Talbi and N. Melab. A parallel and hybrid multi-objective evolutionary algorithm applied to the design of cellular networks. IEEE Mediterranean Electrotechnical Conference, 2006. MELECON 2006, pages 803-806, 2006. Bibtex
  • E-G. Talbi and V. Bachelet. COSEARCH: A Parallel Cooperative Metaheuristic. Journal of Mathematical Modelling and Algorithms, 5(1):5-22, 2006. Bibtex
  • M. L. Wong and T. T. Wong. Parallel Hybrid Genetic Algorithms on Consumer-Level Graphics Hardware. IEEE Congress on Evolutionary Computation, pages 2973--2980, 2006. Bibtex
  • W. S. Lau, K. H. Lee and K. Leung. A hybridized genetic parallel programming based logic circuit synthesizer. GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation, pages 839-846. ACM Press, New York, 2006. Bibtex
  • E. Alba, G. Luque, C. A. Coello, E. Hernández, A Comparative Study of Serial and Parallel Heuristics used to Design Combinational Logic Circuits, Optimization, Methods, and Software, 22(3):485-509, June 2007. Bibtex
  • S. Cahon and N. Melab and E.-G. Talbi. Designing cellular networks using a parallel hybrid metaheuristic on the computational grid. Computer Communications, 30(4):698-713, 2007. Bibtex
  • B. Dorronsoro, D. Arias, F. Luna, A.J. Nebro, E. Alba A Grid-Based Hybrid Cellular Genetic Algorithm for Very Large Scale Instances of the CVRP. 2007 High Performance Computing & Simulation Conference (HPCS 2007). Prague, Czech Republic, June 2007. Bibtex
  • A.J. Nebro, G. Luque, F. Luna, E. Alba. DNA Fragment Assembly Using a Grid Based Genetic Algorithm. Computers and Operations Research. In Press. 2007. Bibtex
  • A. A. Tantar, N. Melab, and E.G. Talbi. A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. Soft Computing-A Fusion of Foundations, Methodologies and Applications, 12(12):1185-1198, 2008. Bibtex
  • Abderrahim, A., Talbi, E., and Khaled, M. 2009. Hybridization of Genetic and Quantum Algorithm for gene selection and classification of Microarray data. In Proceedings of the 2009 IEEE international Symposium on Parallel&Distributed Processing (May 23 - 29, 2009). IPDPS. IEEE Computer Society, Washington, DC, 1-8. Bibtex
  • Leon, C., Miranda, G., and Segura, C. 2009. A memetic algorithm and a parallel hyperheuristic island-based model for a 2D packing problem. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1371-1378. Bibtex
  • Darrell Whitley, Doug Hains, and Adele Howe. 2010. A hybrid genetic algorithm for the traveling salesman problem using generalized partition crossover. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 566-575. Bibtex

2011 - ...

  • Shigeyoshi Tsutsui and Noriyuki Fujimoto. ACO with Tabu Search on a GPU for Solving QAPs Using Move-Cost Adjusted Thread Assignment. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1547)

Multiobjective

... - 1990

1991 - 1995

  • D. Sasaki, M. Morikawa, S. Obayashi and K. Nakahashi. Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms. Lecture Notes In Computer Science, pages 639-652, 1993. Bibtex
  • M. Conti, S. Orcioni, C. Turchetti. Parametric yield optimisation of MOS VLSI circuits based onsimulated annealing and its parallel implementation. IEE Proceedings Circuits, Devices and Systems, 141(5):387-398, 1994. Bibtex
  • T.J. Stanley, T. Mudge and L.J. Eshelman. A Parallel Genetic Algorithm for Multiobjective Microprocessor Design. Proceedings of the Sixth International Conference on Genetic Algorithms, pages 597-604. Morgan Kaufmann Publishers, 1995. Bibtex

1996 - 2000

  • R. Makinen, P. Neittaanmaki, J. Periaux, M. Sefrioui and J. Toivanen. Parallel genetic solution for multiobjective MDO. Parallel CFD, 96:352-359, 1996. Bibtex
  • J. Lienig. A parallel genetic algorithm for performance-driven VLSI routing. IEEE Transactions on Evolutionary Computation, 1(1):29-39, 1997. Bibtex
  • M.M. Wiecek and H. Zhang. A Parallel Algorithm for Multiple Objective Linear Programs. Computational Optimization and Applications 8(1):41-56, 1997. Bibtex
  • C. S. Chang and J. S. Huang. Optimal multiobjective SVC planning for voltage stabilityenhancement. IEE Proceedings-Generation, Transmission and Distribution, 145(2):203-209,1998. Bibtex
  • C. A. Coello, “A comprehensive survey of evolutionary-based multiob- jective optimization techniques,” Knowledge Inform. Syst., vol. 1, no. 3, pp. 269–308, Aug. 1999. Bibtex
  • D.J. Doorly, S. Spooner and J. Peiro. Supervised Evolutionary Methods in Aerodynamic Design Optimization. Lecture Notes In Computer Science, 1803:357-366, 2000. Bibtex
  • T. Hiroyasu, M. Miki and S. Watanabe. The new model of parallel genetic algorithm in multi-objective optimization problems-divided range multi-objective genetic algorithm. Congress on Evolutionary Computation, pages 333-340, 2000. Bibtex
  • N. Marco and S. Lanteri. A two-level parallelization strategy for Genetic Algorithms applied to optimum shape design. Parallel Computing, 26:377-397, 2000. Bibtex
  • H. Meunier, E.-G. Talbi and P. Reininger. A Multiobjective Genetic Algorithm for Radio Network Design. In Proc. of the 2000 Congress on Evolutionary Computation, pages 317-324, 2000. Bibtex
  • S. Obayashi, D. Sasaki, Y. akeguchi and N. Hirose. Multiobjective evolutionary computation for supersonic wing-shapeoptimization. IEEE Transactions on Evolutionary Computation, 4(2):182-187, 2000. Bibtex
  • S. Watanabe, T. Hiroyasu and M. Mitsunori. Parallel Evolutionary Multi-Criterion Optimization for Block Layout Problems. Proceedings of the International Conference on Parallel and Distributed Processing Techiniques and Applications, 2:667-674, 2000. Bibtex

2001 - 2005

  • S Duarte and B. Baran. Multiobjective Network Design Optimisation Using Parallel Evolutionary Algorithms. XXVII Conferencia Latinoamericana de Informatica CLEI, 2001. Bibtex
  • P. Delisle, M. Krajecki, M. Gravel and C. M. Gagné. PARALLEL IMPLEMENTATION OF AN ANT COLONY OPTIMIZATION METAHEURISTIC WITH OPENMP. International Conference of Parallel Architectures and Complication Techniques, pages 8-12, 2001. Bibtex
  • I.E. Golovkin, S.J. Louis and R.C Mancini. Parallel Implementation of Niched Pareto Genetic Algorithms Code for X-Ray Plasma Spectroscopy. In Proc. of the 2002 Congress on Evolutionary Computation, pages 1820-1824, 2002. Bibtex
  • H. Horii, M. Miki, T. Koizumi and N. Tsujiuchi. Asynchronous Migration of Island Parallel GA for Multi-Objective Optimization Problem. Asia-Pacific Conference on Simulated Evolution and Learning, pages 86-90, 2002. Bibtex
  • N. Jozefowiez, F. Semet, and E.-G. Talbi. Parallel and Hybrid Models for Multi-Objective Optimization: Application to the VRP. In Parallel Problem Solving from Nature VII, pages 271-280, 2002. Bibtex
  • J. Kamiura, T. Hiroyasu, M. Miki, S. Watanabe and G. Student. MOGADES: Multi-Objective Genetic Algorithm with Distributed Environment Scheme. Second international workshop on Intelligent systems design and application, pages 143-148, 2002. Bibtex
  • N. Keerativuttitumrong, N. Chaiyaratana and V. Varavithya. Multi-objective co-operative co-evolutionary genetic algorithm. Proceedings of the Seventh International Conference on Parallel Problem Solving from Nature (PPSN VII)--Lecture Notes in Computer Science, pages 288-297, 2002. Bibtex
  • A. Al-Yamani, S.M. Sait, H. Youssef and H. Barada. Parallelizing Tabu Search on a Cluster of Heterogeneous Workstations. Journal of Heuristics, 8(3):277-304, 2002. Bibtex
  • G. Aloisio, E. Blasi, M. Cafaro, I. Epicoco, S. Fiore and S. Mocavero. A Grid Environment for Diesel Engine Chamber Optimization. Proceedings of ParCo2003, pages 599-608, 2003. Bibtex
  • K. Deb, P. Zope and A. Jain. Distributed Computing of Pareto-Optimal Solutions with Evolutionary Algorithms. Evolutionary Multi-Criterion Optimization, 2632:534-549, 2003. Bibtex
  • N. Xiao and M.P. Armstrong. A Specialized Island Model and Its Application in Multiobjective Optimization. Proceedings of the Genetic and Evolutionary Computation Conference, pages 1530-1540, 2003. Bibtex
  • C.A. Coello and m: Reyes. A study of the parallelization of a coevolutionary multi-objective evolutionary algorithm. Lecture notes in computer science, pages 688-697. Sringer, 2004. Bibtex
  • K.E. Parsopoulos, D.K. Tasoulis and M.N. Vrahatis. Multiobjective optimization using parallel vector evaluated particle swarm optimization. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2:823-828, 2004. Bibtex
  • D. Zaharie and D. Petcu. Adaptive Pareto Differential Evolution and Its Parallelization. In PPAM, pages 261-268, 2004. Bibtex

2006 - 2010

  • F. Luna, A.J. Nebro, E. Alba. Observations in Using Grid-enabled Technologies for Solving Multi-objective Optimization Problems. Parallel Computing. Vol 32, pp. 377-393. June 2006. Bibtex
  • N. Melab, M. Mezmaz and E.G. Talbi. Parallel cooperative meta-heuristics on the computational grid: a case study: the bi-objective flow-shop problem. Parallel Computing, 32(9):643-659. Elsevier Science Publishers BV Amsterdam, The Netherlands, 2006. Bibtex
  • D. Sasaki, A.J. Keane and S. Shahpar. Multiobjective Evolutionary Optimization of a Compressor Stage using a Grid-Enabled Environment. 44 th AIAA Aerospace Sciences Meeting and Exhibit, pages 1-18, 2006. Bibtex
  • A.J. Nebro, E. Alba and F. Luna. Multi-Objective Optimization Using Grid Computing. Soft Computing, 6(11):531-540. Berlin, Heidelberg, 2007. Bibtex
  • S. Gamhewa and P.F. Hingston. Testing parallelization paradigms for MOEAs. Proceedings of the 10th annual conference on Genetic and evolutionary computation, 755-756. ACM New York, NY, USA 2008. Bibtex
  • Coromoto Leon, Gara Miranda, and Carlos Segura. 2008. Parallel hyperheuristic: a self-adaptive island-based model for multi-objective optimization. In Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO '08), Maarten Keijzer (Ed.). ACM, New York, NY, USA, 757-758. Bibtex
  • J.L. Risco-Martín, D. Atienza, J.I. Hidalgo, and Juan Lanchares. A parallel evolutionary algorithm to optimize dynamic data types in embedded systems. Soft Computing - A Fusion of Foundations, Methodologies and Applications, Special issue (1143 - 1198) " Distributed Bioinspired Algorithms", pages 1157-1167, 2008. Bibtex
  • Nicola Beume, Marco Laumanns, and G\&\#252;nter Rudolph. 2010. Convergence rates of (1+1) evolutionary multiobjective optimization algorithms. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 597-606. Bibtex
  • Ewa Gajda, Robert Schaefer, and Maciej Smo\&\#322;ka. 2010. Evolutionary multiobjective optimization algorithm as a Markov system. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 617-626. Bibtex
  • Tobias Glasmachers, Tom Schaul, and J\&\#252;rgen Schmidhuber. 2010. A natural evolution strategy for multi-objective optimization. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 627-636. Bibtex
  • He Jiang, Shuyan Zhang, and Zhilei Ren. 2010. Solving multiobjective optimization problem by constraint optimization. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 637-646. Bibtex
  • Pradyumn Kumar Shukla, Christian Hirsch, and Hartmut Schmeck. 2010. In search of equitable solutions using multi-objective evolutionary algorithms. In Proceedings of the 11th international conference on Parallel problem solving from nature: Part I (PPSN'10). Springer-Verlag, Berlin, Heidelberg, 687-696. Bibtex

2011 - ...

  • Mouadh Yagoubi, Ludovic Thobois and Marc Schoenauer, 2011. Asynchronous Evolutionary Multi-Objective Algorithms with Heterogeneous Evaluation Costs. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Carlos Segura, Eduardo Segredo and Coromoto León. Parallel Island-Based Multiobjectivised Memetic Algorithms for a 2D Packing Problem. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1611)

Heterogeneous

... - 1990

  • R. Tanese. Distributed Genetic Algorithms. In J.D. Schaffer editor, Proc. of he Third Int. Conf. on Genetic Algorithms, pages 434-439. Morgan Kaufmann, 1989. Bibtex

1991 - 1995

  • S.-L. Lin, W.F. Punch and E.D. Goodman. Coarse-Grain Parallel Genetic Algorithms: Categorization and New Approach. In Sixth IEEE Symp. on Parallel and Distributed Processing, pages 28-37. IEEE Press, 1994. Bibtex

1996 - 2000

  • J. Lis. Parallel Genetic Algorithms with the Dynamic Control Parameter. In Proc. of the IEEE Int. Conf on Evolutionary Computation, pages 324-329. IEEE Press, 1996. Bibtex
  • V. Bachelet, P. Preux and E.-G. Talbi. Parallel Hybrid Meta-Heuristics: Application to the Quadratic Assignment Problem. In Proceedings of the Parallel Optimization Colloqium, 1996. Bibtex
  • F. Corno, P. Prinetto, M. Rebaudengo and M. Sonza Reorda. Exploiting Competing Subpopulations for Automatic Generation of Test Sequences for Digital Circuits. In Parallel Problem Solving from Nature (PPSN IV), pages 792-800, Berlin, Germany, September, 1996. Bibtex
  • D. Janaki Ram, T.H. Sreenivas and K.G. Subramaniam. Parallel Simulated Annealing Algorithm. Journal of Parallel and Distributed Computing, 37:207-212, 1996. Bibtex
  • A. Kumar, A. Srivastava, A. Singru and R.K. Ghosh. Robust and Distributed Genetic Algorithm for Ordering Problems. In Proc. of the Fifth IEEE International Symposium on High Performance Distributed Computing, pages 253-262, 1996. Bibtex
  • V. Schnecke and O. Vornberger. An Adaptive Parallel Genetic Algorithm for VLSI-Layout Optimization. Proc. 4th Conf. Parallel Problem Solving from Nature (PPSN IV), pages 22-27, Berlin, Germany, Setember 1996. Bibtex
  • J. Dezinger and T. Offermann. On Cooperation Between Evolutionary Algorithms and Other Search Paradigms. In Proc. of the 1999 Congress on Evolutionary Computation, pages 2317-2324, Washington, DC, USA, July, 1999. Bibtex
  • H. Horii, S. Kunifuji and T. Matsuzawa. Asynchronous Island Parallel GA Using Multiform Subpopulations. Lecture Notes in Computer Science, 1585:122-129, 1999. Bibtex
  • E-G. Talbi, O. Roux, C. Fonlupt and D. Robillard. Parallel ant colonies for combinatorial optimization problems. Parallel and Distributed Processing, 11:239-247, 1999. Bibtex
  • V. Bachelet and E.-G. Talbi. COSEARCH: a Co-Evolutionary Metaheuristic. In Proc. of the 2000 Congress on Evolutionary Computation, volume 2, pages 1550-1557, July 2000. Bibtex
  • T. Matsumura, N. Nakamura, S. Tamaki and K. Onaga. A Parallel Tabu Search and its Hybridization with Genetic Algorithms. In Int. Symp. on Parallel Architectures, Algorithms and Networks, pages 18-22. IEEE, 2000. Bibtex
  • H. Pierreval and J. -L. Paria. Distributed Evolutionary Algorithms for Simulation Optimization. IEEE Transactions on System, Man and Cybernetics, 30(1):15-24, 2000. Bibtex
  • S. Tongchim and P. Chongstitvatana. Adaptive Parameter Control in Parallel Genetic Algorithm. Proc. of Int. Conf on Intelligence Technologies, 2000. Bibtex

2001 - 2005

  • C.B. Cavalcante, V.C. Cavalcante, C.C. Ribeiro and C.C. De Souza. Parallel Cooperative Approaches for the Labor Constrained Scheduling Problem. In Essays and Surveys in Metaheuristics, Kluwer Academic Publishers, Norwell, MA, USA, 2001. Bibtex
  • K. Doerner, R.F. Hartl and M. Reinmann. Cooperative Ant Colonies for Optimizing Resource Allocation in Transportation. In Applications of Evolutionary Computing, LNCS 2037, pages 70-79, 2001. Bibtex
  • E. Alba, A.J. Nebro and J.M. Troya. Heterogeneous Computing and Parallel Genetic Algorithms. The Journal of Parallel and Distributed Computing. Vol 62, Nº 9, pp. 1362-1385. September 2002. Bibtex
  • E. Alba, F. Luna, A.J. Nebro. Parallel Heterogeneous Genetic Algorithms for Continuous Optimization. IPDPS-NIDISC'03, Nize, p. 147, 2003. Bibtex
  • M. Miki, T. Hiroyasu and T. Fushini. Parallel Simulated Annealing with Adaptive Neighborhood Determined by GA. In IEEE Int. Conf. on System, Man, and Cybernetics, pages 26-31, 2003. Bibtex
  • V. Nwana, K. Darby-Dowman and G. Mitra. A Co-operative Parallel Heuristic for Mixed Zero-One Linear Programming: Combining Simulated Annealing with Brach and Bound. European Journal of Operational Research, 164(1):2-23, 2004. Bibtex
  • E. Alba, F. Luna, A.J. Nebro Advances in Parallel Heterogeneous Genetic Algorithms for Continuous Optimization. International Journal of Applied Mathematics and Computer Science. Vol 14, Nº 3, pp. 101-117. 2004. Bibtex
  • J. Berger and M. Barkaoui. A Parallel Hybrid Genetic Algorithm for the Vehicle Routing Problem with Time Windows. Computer & Operation Research, 31(12):2037-2053, 2004. Bibtex
  • A. Le Bouthillier and T.G. Crainic. A Cooperative Parallel Meta-Heuristic for the Vehicle Routing Problem with Time Windows. Computers & Operations Research, 32(7):11685-1708, 2004. Bibtex

2006 - 2010

  • T.M. Hamdani, A.M. Alimi and F. Karray. Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection. IEEE Congress on Evolutionary Computation, pages 581-588, 2006. Bibtex

2011 - ...

  • J. Dominguez and E. Alba. Ethane: A Heterogeneous Parallel Search Algorithm for Heterogeneous Platforms. 1st nternational Workshop on Distributed Evolutionary Computation in Informal Environments, 2011. Bibtex

GPU-based

... - 2010

  • Zhongwen Luo and Hongzhi Liu. Cellular genetic algorithms and local search for 3-SAT problem on graphic hardware. (2006). In Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, pages 2988--2992, 2006. Bibtex
  • Man-Leung Wong and Tien-Tsin Wong. Parallel hybrid genetic algorithms on Consumer-Level graphics hardware. (2006). In Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, pages 2973--2980, 2006. Bibtex
  • Tien-Tsin Wong and Man Wong. Parallel evolutionary algorithms on Consumer-Level graphics processing unit. (2006). In Parallel Evolutionary Computations, pages 133--155. 2006. Bibtex
  • Jian-Ming Li, Xiao-Jing Wang, Rong-Sheng He, and Zhong-Xian Chi. An efficient fine-grained parallel genetic algorithm based on GPU-Accelerated. (2007). In Network and Parallel Computing Workshops, 2007. NPC Workshops. IFIP International Conference on, pages 855--862, 2007. Bibtex
  • Wong, M. 2009. Parallel multi-objective evolutionary algorithms on graphics processing units. In Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 2515-2522. Bibtex
  • Lewis, T. E. and Magoulas, G. D. 2009. Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1379-1386. Bibtex
  • Maitre, O., Baumes, L. A., Lachiche, N., Corma, A., and Collet, P. 2009. Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (Montreal, Québec, Canada, July 08 - 12, 2009). GECCO '09. ACM, New York, NY, 1403-1410. Bibtex
  • Simon Harding and Wolfgang Banzhaf. Distributed genetic programming on gpus using cuda. (2009). WPABA'09: Proceedings of the Second International Workshop on Parallel Architectures and Bioinspired Algorithms (WPABA 2009), pages 1--10, Raleigh, NC, USA, September 12-16 2009. Universidad Complutense de Madrid. Bibtex
  • Denis Robilliard, Virginie Marion, and Cyril Fonlupt. High performance genetic programming on GPU. (2009). In Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems, pages 85--94, Barcelona, Spain, 2009. ACM. Bibtex
  • José L. Risco-Martín, José M. Colmenar, and Rubén Gonzalo. A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems. (2009). WPABA'09: Proceedings of the Second International Workshop on Parallel Architectures and Bioinspired Algorithms (WPABA 2009), pages 21--30, Raleigh, NC, USA, September 12-16 2009. Universidad Complutense de Madrid. Bibtex
  • Denis Robilliard, Virginie Marion-Poty, and Cyril Fonlupt. Genetic programming on graphics processing units. Special issue on parallel and distributed evolutionary algorithms, part I. (2009). Genetic Programming and Evolvable Machines, 10(4):447--471, December 2009. Bibtex
  • Denis Robilliard, Virginie Marion, and Cyril Fonlupt. High performance genetic programming on GPU. (2009). In Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems, pages 85--94, Barcelona, Spain, 2009. ACM. Bibtex
  • Man Wong and Tien Wong. Implementation of parallel genetic algorithms on graphics processing units. (2009). In Intelligent and Evolutionary Systems, pages 197--216. 2009. Bibtex
  • Weihang Zhu. A study of parallel evolution strategy: pattern search on a gpu computing platform. (2009). GEC Summit, pages 765--772. ACM, 2009. Bibtex
  • Petr Pospíchal, Jiří Jaroš, and Josef Schwarz. Parallel genetic algorithm on the cuda architecture. (2010). In Applications of Evolutionary Computation, LNCS 6024, pages 442--451. Springer Verlag, 2010. Bibtex
  • Petr Pospíchal, Josef Schwarz, and Jiří Jaroš. Parallel genetic algorithm solving 0/1 knapsack problem running on the gpu. (2010). In 16th International Conference on Soft Computing MENDEL 2010, pages 64--70. Brno University of Technology, 2010. Bibtex
  • Luong, T., Melab, N., and Talbi, E. 2010. GPU-based island model for evolutionary algorithms. In Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation (Portland, Oregon, USA, July 07 - 11, 2010). GECCO '10. Bibtex

2011 - ...

  • Mohamed Wahib, Asim Munawar, Masaharu Munemoto and Kiyoshi Akama, 2011. Optimization of Parallel Genetic Algorithms for nVidia GPUs. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • Masashi Oiso and Yoshiyuki Matumura, 2011. Accelerating Steady-State Genetic Algorithms based on CUDA Architecture. IEEE Congress on Evolutionary Computation, 2011 (New Orleans, U.S.A., June 5-8 2011). Bibtex
  • T-V. Luong, N. Melab, E-G. Talbi, "GPU-based multistart local search algorithms", Learning and Intelligent Optimization LION 5, Roma, Italy, Jan 2011. Bibtex
  • Luca Mussi, Youssef S. G. Nashed and Stefano Cagnoni. GPU-based Asynchronous Particle Swarm Optimization. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1555)
  • Steven Solomon, Parimala Thulasiraman and Ruppa K. Thulasiram. Collaborative Multi-Swarm PSO for Task Matching Using Graphics Processing Units. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1563)
  • Pavel Krömer, Václav Snášel, Jan Platoš and Ajith Abraham. Many-Threaded Implementation of Differential Evolution for the CUDA Platform. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (Dublin, Ireland). GECCO '11. ACM (Page 1595)
  • Leandro Cupertino, Cleomar Silva, Douglas Dias, Marco Aurélio Pacheco and Cristiana Bentes. Evolving CUDA PTX Programs by Quantum Inspired Linear Genetic Programming. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 399).
  • Yuji Sato, Naohiro Hasegawa and Mikiko Sato. Acceleration of Genetic Algorithms for Sudoku Solution on Many-Core Processors. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 407).
  • Petr Pospichal, Eoin Murphy, Michael O'Neill, Josef Schwarz and Jiri Jaros. Acceleration of Grammatical Evolution Using Graphics Processing Units. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 431)
  • Martín Pedemonte, Enrique Alba and Francisco Luna. Bitwise Operations for GPU Implementation of Genetic Algorithms. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 439)
  • Tony E. Lewis and George D. Magoulas. Identifying Similarities in TMBL Programs with Alignment to Quicken Their Compilation for GPUs. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 447)
  • Tony E. Lewis and George D. Magoulas. TMBL Kernels for CUDA GPUs Compile Faster Using PTX. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 455)
  • Simon Harding and Wolfgang Banzhaf. Implementing Cartesian Genetic Programming Classifiers on Graphics Processing Units Using GPU.NET. 4th International workshop and tutorial on Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU 2011), held as a workshop in the GECCO-2011 (Dublin, Ireland) (Page 463)

Shared memory

... - 2010

  • Vrajitoru, D. 2010. Shared memory genetic algorithms in a multi-agent context. In Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation (Portland, Oregon, USA, July 07 - 11, 2010). GECCO '10. ACM, New York, NY, 1097-1104. Bibtex

2011 - ...