An immunity-based ant system for continuous space multi-modal function optimization

Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Volumn 2, Issue , 2004, Pages 1050-1054

  Feng, Yuan Jing ^a   Feng, Z U Ren ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Ant system; Continuous space function optimization; Immune operation

Indexed keywords

GENETIC ALGORITHMS; NONLINEAR SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; TRAVELING SALESMAN PROBLEM;

ANT SYSTEM; CONTINUOUS SPACE FUNCTION OPTIMIZATION; IMMUNE OPERATION;

FUNCTIONS;

EID: 6344248965     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Dorigo M, Manjezzo V, Colorni A. The ant system: Optimization by a colony of cooperating agents. IEEE Transaction on Systems, Man & Cybernetics B, 1996,2692: 29-41.
2. DORIGO M, Gambardella L M. Ant colony system: a cooperative learning approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation, 1997, 1(1):53-66.
3. Stutzle T. An ant approach to the flow shop problem. Proceedings of European Congress on Intelligent Techniques and Soft Computing. Aachen, Germany, 1998,1560-1564.
4. Maniezzo V, Colorni A. Ant system applied to the quadratic assignment problem [J]. IEEE Transaction on Knowlage Data Eng, 1999, 11(5):769-778.
5. Feng Yuanjing, Feng Zuren. Ant colony system hybridized with simulated annealing for flow-shop scheduling problems. WSEAS transaction on business and economics, Vol1, No1, pp:133-138, 2004
6. Feng Yuanjing, Feng Zuren. A Hybrid Optimization Strategy and Its Convergence Analysis. International Journal of Computer Research, Accepted for publication.
7. Feng Yuanjing, Feng Zuren, Peng QinKe. An Intelligent Hybrid Optimization Strategy and Its Application, Journal of xi'an Jiaotong University. Accepted for publication.
8. Chen Ling, Shen Jie, Qin Ling. A method for solving optimization problem in continuous space by using ant colony algorithm. Journal of software. 2002, Vol. 13, No.12:2317-2323.
9. Wang lei, Wu Qidi. Ant system algorithm based system indentification. ACTA AUTMATICA SINICA. 2003, Vol.29, No. 1:102-108
10. Bilchev, G., Parmeee, I.C.The ant colony metaphor for searching continuous design spaces. Proceedings of the 1995 AISBworkshop on evolutionary computing, Vol 993, New York: Springer-verlag, 1995:25-39.
11. Leandro N. de Castro & Jon Timmis. An Artificial Immune Network for Multimodal Function Optimization. Preceedings of IEEE Congress on Evolutionary Computation, vol.1, pp.699-674,2002, May Hawaii.
12. Leandro Nunes de Castro, FernandoJ. Von Zuben. The Clonal Selection Algorithm with Engineering Applications. Proceedings of Workshop on Artificial Immune Systems and Their Applications, Las Vegas, USA, July 2000.pp.36-37
13. Wang L. Intelligent Optimization Algorithm and Application. (In Chinese) Tsing Hua University Press & Spinger Press. 2001