An immune genetic algorithm based on immune regulation

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 1, Issue , 2002, Pages 801-806

  Luo, Wenjian ^a   Cao, Xianbin ^a   Wang, Xufa ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

density regulation; frequency assignment; Immune genetic algorithm; network regulation

Indexed keywords

COMPLEX NETWORKS; FREQUENCY ALLOCATION; GENETIC ALGORITHMS; PARAMETER ESTIMATION;

COMPLEX OPTIMIZATION PROBLEMS; FREQUENCY ASSIGNMENT PROBLEM; FREQUENCY ASSIGNMENTS; IMMUNE GENETIC ALGORITHMS; INDIVIDUAL DIVERSITIES; NETWORK REGULATION; POPULATION CONVERGENCE; REGULATION MECHANISMS;

ALGORITHMS;

EID: 84901461989     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1007028     Document Type: Conference Paper

References (18)

1. Rudolph G, "Convergence Analysis of Canonical Genetic Algorithms", IEEE Trans. On Neural Networks, 1994, 5(1): 96-101
2. Dasgupta D, Artificial Immune Systems and Their Applications, Springer, 1998
3. Hunt J E, et al, "Learning Using an Artificial Immune System", Journal of Network and Computer Applications, 1996,19:189-212
4. Timmis J, et al, "Data Analysis with Artificial Immune Systems, Cluster Analysis and Kohonen Networks: some comparisons", Proc. of IEEE Int. Conf SMC, 1999, Tokyo, Japan, pp.922-927
5. Timmis J, Neal M, "A Resource Limited Artificial Immune System for Data Analysis", Knowledge Based Systems, 2001, 14(34): 121-130
6. Toyoo Fukuda, et al, "Parallel Search for Multi-modal Function Optimization with Diversity and Learning of Immune System", Artificial Immune Systems and Their Applications, Dasgupta D (Eds), Springer, 1998, pp.210-220
7. Ishida Y, "The Immune System as a Prototype of Autonomous Decentralized Aystems: An Overview", Proc. Of ISADS'97, 1997, pp.85-92
8. Wang Lei, Pan Jin, Jiao Licheng "Immune Regulation", Journal of Computer, 2000,23(8): 806-812 (In Chinsese).
9. Cao Xianbin, Luo Wenjian, Wang Xufa, "An Improved Genetic Algorithm Based on Immune Network Regulation", High Technology Letters, 2000,10: 23-27
10. Dasgupta D, Forrest S, "Novelty Detection in Time Series Data Using Ideas from Immunology", Proc. of the 5th Int. Conf. on Intelligent Systems, 1996, June, pp.19-21
11. Castro DLN, Zuben V F. J, "An immunological approach to initialize feedforward neural network weights", Proc. of ICANNGA'01, 2001, pp.126-129
12. Funabiki N, Takefuji, Y, "A Neural Network Parallel Algorithm for Channel Assignment Problems in Cellular Radio Network", IEEE Transactions on Vehicular Technology, 1992,41(4): 430-437
13. Duque A M, Kunz D, Ruber B, "Channel Assignment for Cellular Radio Using Simulated Annealing", IEEE Transactions on Vehicular Technology, 1993,42:14-21
14. Jin-Kao H, Raphael D, Galinier P, "Tabu Search for Frequency Assignment in Mobile Radio Network", Journal of Heuristics, Kluwer Academic Publishers, 1998,4:47-62
15. William K H "Frequency Assignment: Theory and Applications", Proc. Of IEEE 1980,68(12): 1497-1514
16. Jerne N K, "Towards a Network Theory of the Immune System", Ann. Immunol, 1974, 125C: 373-389
17. Jerne N K "Idiotypic Networks and Other Preconceived Ideas", Immunological Review, 1984, 79: 5-24
18. Segel L A, Perelson A S, "Computations in Shape Space: a New Approach to Immune Network Theory', Theoretical Immunology, Perelson A S (Ed.), Addison-Wesley, 1998, pp.321 -341