A framework of AIS based pattern classification and matching for engineering creative design

Proceedings of 2002 International Conference on Machine Learning and Cybernetics

Volumn 3, Issue , 2002, Pages 1554-1558

  Xiao, Ren Bin ^a   Wang, Lei ^a   Liu, Yong ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Artificial immune system; Engineering creative design; Machine learning; Pattern recognition

Indexed keywords

COMPUTATIONAL COMPLEXITY; IMMUNOLOGY; LEARNING SYSTEMS; PATTERN RECOGNITION; PROBLEM SOLVING;

ARTIFICIAL IMMUNE SYSTEM; CREATIVE MECHANISM PATTERN SYNTHESIS; ENGINEERING CREATIVE DESIGN;

ARTIFICIAL INTELLIGENCE;

EID: 0036930498     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Farmer J D, Packard N H, Perelson A S, The immune system, adaptation, and machine learning, Physica 22D, 1986: 187-204
2. Timmis J, Knight T. Artificial immunes system: using the immune system as inspiration for data mining. In: Data Mining: A Heuristic Approach. Group Idea Publishing, 2001: 209-230
3. Dasgupta D, Attoh-Okine N. Immunity based systems: a survey. In: Proc. of IEEE International Conference on Systems, Man, and Cybernetics, Computational Cybernetics and Simulation, 1997: 369-374
4. Hoeltzel D A et al. Pattern matching synthesis as an automated approach to mechanism design. ASME Journal of Mechanical Design, 1990, 112: 190-199
5. Jerne N K. Towards a Network Theory of the immune System. Annual Immunology, 1974, 125C: 373-389
6. De Castro L N, Von Zuben F J Artificial Immune System: Part I - basic theory and application. Technical Report RT-DCA 01/99, 1999
7. De Castro L N, Von Zuben F J. Artificial Immune Systems: Part II - A Survey of Applications. Technical Report RT-DCA 02/00, 2000
8. De Castro L N, Timmis J. Artificial Immune Systems: A Novel Approach to Pattern Recognition. In: Artificial Neural Networks in Pattern Recognition. 2002: 67-84
9. Watkins A, Boggess L. A new classifier based on resource limited artificial immune systems. In: Proc. of World Congress on Evolutionary Computation, 2002: 1546-1551