The generalized Island model

Studies in Computational Intelligence

Volumn 415, Issue , 2012, Pages 151-169

  Izzo, Dario ^a   Ruciński, Marek ^b   Biscani, Francesco ^a  

^a EUROPEAN SPACE AGENCY   (Netherlands)

^b UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84861728173     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-28789-3_7     Document Type: Article

References (23)

1. Alba, E., Tomassini, M.: Parallelism and evolutionary algorithms. IEEE Transactions on Evolutionary Computation 6(5), 443-462 (2002)
2. Aydin, M.E., Yĩgit, V.: Parallel simulated annealing. Wiley Online Library (2005)
3. Biscani, F., Izzo, D., Yam, C.H.: A global optimisation toolbox for massively parallel engineering optimisation. In: International Conference on Astrodynamics Tools and Techniques - ICATT (2010)
4. Braun, H.: On Solving Travelling Salesman Problems by Genetic Algorithms. In: Schwefel, H.-P., M̈anner, R. (eds.) PPSN 1990. LNCS, vol. 496, pp. 129-133. Springer, Heidelberg (1991)
5. Cant́u-Paz, E.: Efficient and Accurate Parallel Genetic Algorithms. Kluwer Academic Publishers, Norwell (2000)
6. Clerc, M., Kennedy, J.: The particle swarm explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6(1), 58-73 (2002) (Pubitemid 34404564)
7. Cohen, P.R.: Empirical methods for artificial intelligence, vol. 55. MIT press (1995)
8. Corana, A., Marchesi, M., Martini, C., Ridella, S.: Minimizing multimodal functions of continuous variables with the "simulated annealing" algorithm Corrigenda for this article is available here. ACM Transactions on Mathematical Software (TOMS) 13(3), 262-280 (1987) (Pubitemid 18519916)
9. Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: Harmony search. SIMULATION: Transactions of The Society for Modeling and Simulation International 78, 60-68 (2001) (Pubitemid 32543074)
10. Goldberg, D.E.: Genetic algorithms in search, optimization, and machine learning. Addison-wesley (1989)
11. Izzo, D., Rucinski, M., Ampatzis, C.: Parallel global optimisation meta-heuristics using an asynchronous island-model. In: IEEE Congress on Evolutionary Computation, CEC 2009, pp. 2301-2308. IEEE (2009)
12. Karaboga, D., Basturk, B.: A powerful and efficient algorithm for numerical function optimization: Artificial bee colony (ABC) algorithm. Journal of Global Optimization 39(3), 459-471 (2007) (Pubitemid 47551831)
13. Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, vol. 4, pp. 1942-1948. IEEE Press (1995)
14. Konfrst, Z.: Parallel genetic algorithms: Advances, computing trends, applications and perspectives. In: Proceedings of the 18th International Parallel and Distributed Processing Symposium 2004, p. 162. IEEE (2004)
15. Mendes, R., Kennedy, J., Neves, J.: The fully informed particle swarm: Simpler, maybe better. IEEE Transactions on Evolutionary Computation 8(3), 204-210 (2004)
16. Price, K.V., Storn, R.M., Lampinen, J.A.: Differential evolution. Springer, Berlin (2005)
17. Rucínski,M., Izzo, D., Biscani, F.: On the impact of the migration topology on the Island Model. Parallel Computing 36(10-11), 555-571 (2010)
18. Schwehm, M.: Parallel population models for genetic algorithms (1996)
19. Snir, M., Otto, S., Huss-Lederman, S., Walker, D., Dongarra, J.: MPI: The Complete Reference. MIT Press, Cambridge (1995)
20. Storn, R., Price, K.: Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11(4), 341-359 (1997) (Pubitemid 127502202)
21. Tanese, R.: Distributed genetic algorithms. In: Proceedings of the 3rd International Conference on Genetic Algorithms, pp. 434-439. Morgan Kaufmann Publishers Inc., San Francisco (1989)
22. Vinḱo, T., Izzo, D.: Global optimisation heuristics and test problems for preliminary spacecraft trajectory design. Technical Report GOHTPPSTD, European Space Agency, the Advanced Concepts Team (2008)
23. Wales, D., Doye, J.: Global optimization by basin-hopping and the lowest energy structures of lennard-jones clusters containing up to 110 atoms. Arxiv preprint condmat/9803344 (1998)