蚂蚁算法的基本原理及其研究发展现状
New Stochastic Optimization Algorithm——Ant System
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摘要: 蚂蚁算法是一种新的随机优化算法,它利用人工蚂蚁在其途经路上释放信息素寻优,体现了正反馈、分布式、多agent协同性和并行性等特点。文章详述了蚂蚁算法原理、蚂蚁算法的原型——TSP问题的蚂蚁算法以及蚂蚁算法在应用和理论方面的研究进展,明确指出了其极为广泛的应用前景。Abstract: Ant system (AS) is a new Stochastic optimization algorithm achieved by artificialants' releasing pheromone on the path,characterized with a positive feedback,distributed computing, multiagent synergy and parallel algorithm. This paper introduces the theory of AS, AS for TSP, its applications and its recent theoretical development.