Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
An Immunological Approach to Combinatorial Optimization Problems
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Conceptual design of mechanisms based on polychromatic sets
International Journal of Computer Applications in Technology
International Journal of Computer Applications in Technology
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This paper presents a process model for conceptual design of mechanisms, which is based on Axiomatic Design (AD), set theory and Artificial Immune Systems (AIS). AD is used as the modelling basis. Behaviour bridges the gap between functional domain and physical domain. Set theory describes the problem space and solution space to formalise the design. Based on AD framework and set theory-based representation, the automated function decomposition technique is presented. An immune optimisation algorithm is introduced into this model to avoid combinatorial explosion during searching for feasible combinatorial solutions. A design case is presented to illustrate the application of this model.