Advancement in the twentieth century in artificial immune systems for optimization: Review and future outlook

Author

Wong, Eugene Y C ; Lau, Henry Y K

Author_Institution

Univ. of Hong Kong, Hong Kong, China

fYear

2009

fDate

11-14 Oct. 2009

Firstpage

5195

Lastpage

4202

Abstract

Research in Artificial Immune Systems (AIS) for optimization has attracted attention in recent years. Exploration and adoption of the inspired immune theories in clonal selection, immune network, negative selection, and danger signaling is becoming a popular basis for algorithm design for solving optimization problems, especially on multi-objective optimizations. Novel algorithms are design, benchmarked and applied to real life applications. This paper aims to review and outlook on the latest development of AIS-based algorithms in the recent decade. An analysis of the AIS applications is also discussed.

Keywords

artificial immune systems; artificial immune systems; clonal selection; danger signaling; immune network; multiobjective optimization; negative selection; optimization problem; Algorithm design and analysis; Artificial immune systems; Cells (biology); Cloning; Clustering algorithms; Cybernetics; Design optimization; Immune system; Intrusion detection; Pareto optimization; Artificial immune systems; future outlook; optimization;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on

Conference_Location

San Antonio, TX

ISSN

1062-922X

Print_ISBN

978-1-4244-2793-2

Electronic_ISBN

1062-922X

Type

conf

DOI

10.1109/ICSMC.2009.5346835

Filename

5346835