Boundary search for constrained numerical optimization problems in ACO algorithms

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

Volumn 4150 LNCS, Issue , 2006, Pages 108-119

  Leguizamón, Guillermo ^a   Coello Coello, Carlos A ^b  

^a UNIVERSIDAD NACIONAL DE SAN LUIS   (Argentina)

^b DEPARTAMENTO DE FÍSICA   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

BOUNDARY VALUE PROBLEMS; CONSTRAINT THEORY; EVOLUTIONARY ALGORITHMS; GLOBAL OPTIMIZATION;

ANT COLONY ALGORITHM; BOUNDARY SEARCH; EVOLUTIONARY OPTIMIZATION; SEARCH SPACE;

PROBLEM SOLVING;

EID: 33751369836     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11839088_10     Document Type: Conference Paper

References (12)

1. Bilchev, G., Parmee, I.C.: The ant colony metaphor for searching continuous design spaces. Lecture Notes in Computer Science 993 (1995) 25-39
2. Ling, C., Jie, S., Ling, Q., Hongjian, C.: A method for solving optimization problems in continuous space using ant colony algorithm. In Dorigo, M., Di Caro, G., Sampels, M., eds.: Proceedings of the Third International Workshop, (ANTS'2002). Volume 2463 of Lecture Notes in Computer Science. Springer Verlag, (Brussels, Belgium) 288-289
3. th Congress on Intelligent and Automation, Shangai, P.R. China (2002) 2541-2545
4. Pourtakdoust, S.H., Nobahari, H.: An extension of ant colony systems to continuos optimization problems. In Dorigo, M., Birattari, M., Blum, C., Gambardella, L.M., Mondada, F., Stützle, T., eds.: Ant Colony Optimization and Swarm Intelligence, 4th International Workshop, ANTS 2004. (Springer-Verlag) 294-301
5. Michalewicz, Z., Nazhiyath, G., Michalewicz, M.: A note on usefulness of geometrical crossover for numerical optimization problems. In et al., L.J.F., ed.: Proceedings of the Fifth Annual Conference on Evolutionary Programming, Cambridge, MA, MIT Press (1996) 305-311
6. Keane, A.: Genetic algorithms digest, v8n16 (1994)
7. Schoenauer, M., Michalewicz, Z.: Evolutionary computation at the edge of feasibility. In Voigt, H.M., Ebeling, W., Rechenberg, I., Schwefel, H.P., eds.: Parallel Problem Solving from Nature - PPSN IV, Berlin, Springer (1996) 245-254
8. Wu, Z., Simpson, A.: A self-adaptive boundary search genetic algorithm and its application to water distribution systems. Journal of Hidraulic Research 40(2) (2002) 191-203
9. Corne, D., Dorigo, M., Glover, F., eds.: New Ideas in Optimization. McGraw-Hill International (1999)
10. Runarsson, T.P., Yao, X.: Stochastic ranking for constrained evolutionary optimization. IEEE Transactions on Evolutionary Computation 4(3) (2000) 284-294
11. Hamida, S.B., Schoenauer, M.: ASCHEA: New Results Using Adaptive Segregational Constraint Handling. In: Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002). Volume 1., Piscataway, New Jersey, IEEE Service Center (2002) 884-889
12. Liang, J., Runarsson, T.P., Mezura-Montes, E., Clerc, M., Suganthan, P.N., Coello Coello, C., Deb, K.: Problem definitions and evaluation criteria for the cec 2006 special session on constrained real-parameter optimization. Technical report, School of Electrical and Electronic Engineering Nanyang Technological University, Singapore, http://www.ntu.edu.sg/home5/lian0012/ cec2006/technical.report.pdf (2006)