In this paper an ant algorithm is informally defined as a multi-agent system inspired by the observation of some real ant colony behavior exploiting stigmergy. In ant algorithms the agents are called artificial ants, or often simply ants, and coordination among ants is achieved by exploiting the...
之前说的算法基本上都比较枯燥的(废话,算法都很枯燥……),这次要介绍的蚁群算法(Ant Colony Algorithm)却是一种源于自然现象的算法,也是一种 meta heuristic,即与具体问题关系不大的优化算法,也就是它是一种用来在图中寻找优化路径的机率型技术。Marco Dorigo于1992年在他的博士论文中引入,其灵感来源于蚂蚁在寻找...
Montes de Oca, Marco A.Dorigo, MarcoElsevier B.V.European Journal of Operational ResearchLIAO T; STUTZLE T; de Oca M A M.A Unified Ant Colony Optimization Algorithm for Continuous Optimiza- tion.European Journal of Operational Research.2014.597-609...
蚁群系统(Ant System(AS)或Ant Colony System(ACS))是由意大利学者Dorigo、Maniezzo等人于20世纪90年代首先提出来的。他们在研究蚂蚁觅食的过程中,发现蚁群整体会体现一些智能的行为,例如蚁群可以在不同的环境下,寻找最短到达食物源的路径。 后经进一步研究发现,这是因为蚂蚁会在其经过的路径上释放一种可以称之为“...
之前说的算法基本上都比较枯燥的(废话,算法都很枯燥……),这次要介绍的蚁群算法(Ant Colony Algorithm)却是一种源于自然现象的算法,也是一种 meta heuristic,即与具体问题关系不大的优化算法,也就是它是一种用来在图中寻找优化路径的机率型技术。Marco Dorigo于1992年在他的博士论文中引入,其灵感来源于蚂蚁在寻找...
Ant Colony Optimization (ACO) has been applied successfully in solving the Traveling Salesman Problem. Marco Dorigo et al. used Ant System (AS) to explore the Symmetric Traveling Salesman Problem and found that the use of a small number of elitist ants can improve algorithm performance. The ...
Ant Colony Optimization Algorithm(蚁群优化算法).pdf,Ant Colony Optimization Algorithm Nada M. A. Al Salami dr_nada71@ ABSTRACT Hybrid algorithm is proposed to solve combinatorial optimization problem by using Ant Colony and Genetic programming algorith
Marco DorigoThomas Stützle Operations Research and Management Science Jan 2010156被引用 3笔记PDF 引用 收藏 摘要原文 Ant Colony Optimization (ACO) is a metaheuristic that is inspired by the pheromone trail laying and following behavior of some ant species. Artificial ants in ACO are stochastic...
Ant colony optimization The ant colony optimization (ACO) algorithm is one of the swarm intelligence methods, which is based on a probabilistic technique for solving computational problems. The ant colony algorithm that was initially proposed by Marco Dorigo in 1992 [39] constitutes some metaheuristic...
To solve the optimization problem, ant colony optimization was used. In the early nineties, when the Ant Colony algorithm was first proposed, it was used as an alternative approach for the solution of combinatorial optimization problems, such as the traveling salesman problem. However, the ...