A New General Purpose Binary-Coded Ant Algorithm
عنوان مقاله: A New General Purpose Binary-Coded Ant Algorithm
شناسه ملی مقاله: ICEE15_285
منتشر شده در پانزدهیمن کنفرانس مهندسی برق ایران در سال 1386
شناسه ملی مقاله: ICEE15_285
منتشر شده در پانزدهیمن کنفرانس مهندسی برق ایران در سال 1386
مشخصات نویسندگان مقاله:
Vakil-Baghmisheh - Research Laboratory of Intelligent Systems Faculty of Electrical & Computer Engineering University of Tabriz
Saleh Mobayen - Research Laboratory of Intelligent Systems Faculty of Electrical & Computer Engineering University of Tabriz
خلاصه مقاله:
Vakil-Baghmisheh - Research Laboratory of Intelligent Systems Faculty of Electrical & Computer Engineering University of Tabriz
Saleh Mobayen - Research Laboratory of Intelligent Systems Faculty of Electrical & Computer Engineering University of Tabriz
In this paper a new general purpose ant algorithm is presented. Proposed binarycoded ant algorithm (BCAA) allocates some bits for each variable and one node for each bit. lfthe ant passes through a node, the value of the corresponding bit is one, otherwise zero. By decoding these bits, we obtain variables values. To determine best pheromone updating method, four pheromone updating methods are tested. Performance of the new algorithm is evaluated on two benchmark problems. The proposed BCAA is very similar to a binary genetic algorithm (GA), thus can be used on all optimization problems on which a binary GA can be used.
کلمات کلیدی: Binary-coded ant algorithm, optimization
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/25353/