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Research On The Key Technology Of Immune Decision Making

Posted on:2007-07-22Degree:DoctorType:Dissertation
Country:ChinaCandidate:G Z ChenFull Text:PDF
GTID:1118360185994640Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Decision Making (DM) is defined as the purposive act of choosing one from multiple alternatives, such as judging, choosing, and determining. General Decision Making techniques often play supportive roles in engineering fields such as energy, transportation, manufacture, and society management. With the development of computer technology and computation methods, Intelligent Decision Making problems are put forward in information processing, industry control, and science research, etc. That is, how the intelligent Agent can make decision automatically or help human making decision to complete the mission. Recent years, some new kinds of Decision Making problems are proposed, which have complicated targets and uncertain environments, etc. These new problems bring great challenges to current intelligent Decision Making techniques.The nature immune system, as a parallel, distributed and self-adaptive information processing system with high intelligence performance, provides a new way to deal with real time problems. A new artificial intelligence technology- Artificial Immune System comes into being using abundant resources of the immune system for reference. In fact, immune system is a Decision Making system other than thinking ways of the brain. The process of recognizing antigen, producing antibody, and killing antigen is a Decision Making process of immune cells. The application of mechanisms of immune system into the Decision Making analysis is available.In this dissertation, the key technologies of Immune Decision Making based on...
Keywords/Search Tags:Intelligent Decision Making, Artificial Immune System, Immune Decision Making, Cooperative Product Development, Immune Agent, Immune Algorithm
PDF Full Text Request
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