改良型免疫アルゴリズムの提案と評価 [in Japanese] Proposal and Evaluation of Improved Immune Algorithm [in Japanese]
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The Immune Algorithm (IA), which is optimum method based the human immune system, is suitable for gaining several solutions at once. This method is similar to Genetic Algorithms (GA), and is hoped to be able to use several local rules of GA. On the other hands, IA may have the demerit that is hard to deal with many parameters. In this paper, we suggest the improved Immune Algorithm. This method is improved by review of Immune System, and uses both secondary response and response control by endocrine system. It's hoped that new added functions affect searching ability. Additionally, the effect may be able to cut one of complex parameters. This method is applied to some simple problems that search the extremum in the functions and traveling salesman problem. As the results, it's able to control one of parameters depending on the searching situation and suggested the potential of cutting parameter. The validity of this method is checked.
- Transactions of the Japan Society of Mechanical Engineers C
Transactions of the Japan Society of Mechanical Engineers C 73(727), 764-769, 2007-03-25
The Japan Society of Mechanical Engineers