Distributed probabilistic model-building genetic algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2723, Issue , 2003, Pages 1015-1028

  Hiroyasu, Tomoyuki ^a   Miki, Mitsunori ^a   Sano, Masaki ^a   Shimosaka, Hisashi ^a   Tsutsui, Shigeyoshi ^b   Dongarra, Jack ^c  

^a DOSHISHA UNIVERSITY   (Japan)

^b HANNAN UNIVERSITY   (Japan)

^c UNIVERSITY OF TENNESSEE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CALCULATIONS; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; MODEL BUILDINGS; PRINCIPAL COMPONENT ANALYSIS;

DESIGN VARIABLES; ISLAND MODEL; POPULATION DIVERSITY; PROBABILISTIC MODEL-BUILDING GENETIC ALGORITHMS; SEARCH CAPABILITIES; STANDARD TEST FUNCTIONS;

STRUCTURAL DESIGN;

EID: 35248883574     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45105-6_112     Document Type: Article

References (15)

1. Goldberg, D.E.: Genetic Algorithms in Search Optimization and Machine Learnig. Addison-Wesley (1989)
2. Pelikan, M., Goldberg, D.E., Lobo, F.: A Survey of Optimization by Building and Using Probabilistic Models. Technical Report 99018, IlliGAL (1999)
3. Larranaga, P., Lozano, J.A.: Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation. Kluwer Academic Publishers (2001)
4. Ono, I., Satoh, H., Kobayashi, S.: A Real-Coded Genetic Algorithm for Function Optimization Using the Unimodal Normal Distribution Crossover. Transactions of the Japanese Society for Artificial Intelligence 14 (1999) 1146-1155
5. Takahashi, M., Kita, H.: A Crossover Operator Using Independent Component Analysis for Real-Coded Genetic Algorithms. Proc. 13th SICE Symposium on Decentralized Autonomous Systems (2001) 245-250
6. Eshelman, L. J. and Shaffer, J. D.: Real-coded Genetic Algorithms and Interval Schemata. Foundation of Genetic Algorithms Morgan Kaufmann Publishers (1993) 182-202
7. Bäck, T., Hoffmeister, F., Schwefel, H.P.: A Survey of Evolution Strategies. Proc. 4th International Conference on Genetic Algorithms (1991) 2-9
8. Hansen, N.: Invariance, Self-Adaptation and Correlated Mutations and Evolution Strategies. Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, 2000, Proceedings (2000) 355-364
9. Tanese, R.: Distributed Genetic Algorithms. Proc. 3rd International Conference on Genetic Algorithms (1989) 434-439
10. Cantú-Paz, E.: Efficient and accurate parallel Genetic Algorithms. Kluwer Academic publishers (2000)
11. Miki, M., Hiroyasu, T., Kaneko, M., Hatanaka, K.: A Parallel Genetic Algorithm with Distributed Environment Scheme. IEEE Proceedings of Systems, Man and Cybernetics Conference SMC'99 (1999)
12. Sato, H., Ono, I., Kobayashi, S.: A New Generation Alternation Model of Genetic Algorithms and its Assessment. Transactions of the Japanese Society for Artificial Intelligence 12 (1997) 734-744
13. Yamamura, M., Satoh, H., Kobayashi, S.: An Analysis on Generation Alternation Models by using the Minimal Deceptive Problems. Transactions of the Japanese Society for Artificial Intelligence 13 (1998) 746-756
14. Someya, H., Yamamura, M.: Toroidal Search Space Conversion for Robust Real-Coded GA. Proc. 13th SICE Symposium on Decentralized Autonomous Systems (2001) 239-244
15. Tsutsui, S.: Multi-parent Recombination in Genetic Algorithms with Search Space Boundary Extension by Mirroring. Proc. the 5th International Conference on Parallel Problem Solving from Nature (PPSN V) (1998) 428-437