Compensatory Controller Based on Artificial Immune system

This paper describes the mechanisms of biological immune system (BIS) and presents a application approach of artificial immune system (AIS) based on the mechanisms of biological immune system in control system. In organism adaptive immune system, Th-cells activate B-cells to produce antibodies , but Ts-cells suppress B-Cells to produce antibodies. According to the amount of inbreaking antigens, the biological immune system (BIS) can regulate these activating and suppressing automatically, maintain its balance and further ensure accomplishment of immune function. Based on the organism adaptive immunity mechanism, we developed a new artificial immune control algorithm and designed an artificial immune compensatory regulator (AI regulator). The regulator imitates the functions of Th-cells and Ts-cells in immune system. The simulation result shows that AI regulator can improve system robustness and noise-proof feature effectively

[1]  Leandro Nunes de Castro,et al.  Artificial Immune Systems: Part I-Basic Theory and Applications , 1999 .

[2]  Jiao Li,et al.  Development and Prospect of the Artificial Immune System , 2003 .

[3]  Dipankar Dasgupta,et al.  Artificial immune systems in industrial applications , 1999, Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296).

[4]  John E. Hunt,et al.  Learning using an artificial immune system , 1996 .

[5]  H.,et al.  The Immune System as a Model for Pattern Recognition and Classification , 1999 .

[6]  Ju Lei.  Design for Biological Immune Controllers and Simulation on Its Control Features , 2004 .

[7]  Peter J. Bentley,et al.  Towards an artificial immune system for network intrusion detection: an investigation of clonal selection with a negative selection operator , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[8]  D. Dasgupta.  Artificial Immune Systems and Their Applications , 1998, Springer Berlin Heidelberg.

[9]  Song-Yop Hahn,et al.  A study on comparison of optimization performances between immune algorithm and other heuristic algorithms , 1998 .

[10]  T. Sekiguchi,et al.  Application of the immune system network concept to sequential control , 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

[11]  Kwee-Bo Sim,et al.  Realization of cooperative strategies and swarm behavior in distributed autonomous robotic systems using artificial immune system , 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

[12]  Stephanie Forrest,et al.  Immunity by design: an artificial immune system , 1999 .

[13]  Koichi Tanno,et al.  Multiple-valued immune network model and its simulations , 1997, Proceedings 1997 27th International Symposium on Multiple- Valued Logic.

[14]  W. Dilger.  Decentralized autonomous organization of the intelligent home according to the principle of the immune system , 1997, 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation.

[15]  Kazuhiko Takahashi,et al.  Application of an Immune Feedback Mechanism to Control Systems. , 1998 .

[16]  Jerome H. Carter.  Research Paper: The Immune System as a Model for Pattern Recognition and Classification , 2000, J. Am. Medical Informatics Assoc..

[17]  J. Chun,et al.  Shape optimization of electromagnetic devices using immune algorithm , 1997 .

[18]  T Kawai.  [Introduction to immunology--mechanism of immunologic reactions]. , 1982, Shikai tenbo = Dental outlook.

[19]  Norihiko Adachi,et al.  Active noise control by an immune algorithm: adaptation in immune system as an evolution , 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

[20]  S. Forrest,et al.  Immunology as Information Processing , 2001 .

[21]  Jon Timmis,et al.  Data analysis using artificial immune systems, cluster analysis and Kohonen networks: some comparisons , 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).