TSP路径寻优两层搜索决策全局收敛Aiming at solving the problem of falling into local optimization easily and slow convergence,this paper proposes a method that adopts a bi-level searching decision based on adjacent matrix in choosing diverting path to improve ant colony algorithm and solve TSP problem...
Liu, "Improved Ant Colony algorithm for global optimal trajectory planning of UAV under complex environment", International Journal of Computer Science & Applications, Vol. 4 Issue 3, pp 57-68, 2007.Improved Ant Colony Algorithm for Global Optimal Trajectory Planning of UAV under Complex Environment...
By using an improved ant colony optimisation algorithm, we add different pheromone concentrations to selected nodes that are obtained from feasible solutions and we confine pheromone concentrations τ within the minimum value τ min and the maximum value τ max, thus obtaining optimal results. The ...
For membership classification, an improved ant colony classification algorithm named $m$Ant-Miner+ is proposed. This algorithm on the basis of Ant-Miner, draws on the idea of $m$Ant-Miner (Ant-Miner that uses a population of many ants), and introduces a new heuristic strategy. Experimental ...
Keywords:datamining;classificationrule;antcolonyalgorithm;Max-MinAntSystem(MMAS);AntMiner+ 0摇引摇言 蚁群算法是由意大利学者M.Dorigo等人通过模 拟自然界中蚂蚁集体寻食的行为而提出的一种人工智 能算法 [1] 。蚁群算法具有较强的鲁棒性,对基本蚁群 优化算法模型略加修改,就可以应用到其他问题。目 前,蚁群算...
Aiming at the problems of slow convergence and easy fall into local optimal solution of the classic ant colony algorithm in path planning, an improved ant colony algorithm is proposed. Firstly, the Floyd algorithm is introduced to generate the guiding path, and increase the pheromone content on ...
ImprovedAntColonyAlgorithmtoSolveMulti-objectiveOptimization ofRadarInterferenceResourceDistribution HEFan 1 ,QIShi-min 1 ,XIEGui-wu 1 ,WUTong 1,2 (1.63893TroopsofPLA,Luoyang471003,China;2.HunanUniversity,Changsha470082,China) Abstract:Antcolonyalgorithmisapopulationintelligentoptimizationalgorithm,anditstheoryis...
In wireless sensor networks, node positions can be used as reference nodes and anchor nodes, combined with the objective function of wireless sensor network routing optimization, and improved ant colony algorithm can be used to solve the optimal path, thus obtaining the optimal wireless sensor ...
To solve the problems of convergence speed in the ant colony algorithm, an improved ant colony optimization algorithm is proposed for path planning of mobi
1. Application of improved ant colony algorithm to well test curve match; 改进的蚂蚁算法在试井曲线拟合中的应用更多例句>> 2) improved ant algorithm 改进蚂蚁算法 1. An improved ant algorithm adapting to the task scheduling is presented in this paper. 提出了一种基于改进蚂蚁算法的网格任务调度...