Design of Ant Colony Optimization Simulation Platform Based On MATLAB GUI

被引:0
|
作者
Li, Mengxin [1 ]
Hu, Hongshuang [1 ]
Jiang, Yong [2 ]
Feng, Guanhua [3 ]
机构
[1] Shenyang Jianzu Univ, Sch Informat & Control Engn, Shenyang 110168, Liaoning, Peoples R China
[2] Chinese Acad Sci, State Key Lab Robot, Shenyang Inst Automat, Shenyang 110016, Liaoning, Peoples R China
[3] Shenyang Ligong Univ, Sch Mech Engn, Shenyang 110159, Liaoning, Peoples R China
关键词
design; ant colony optimization; MATLAB/GUI;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a novel ant colony optimization (ACO) simulation platform is developed by MATLAB/GUI toolbox to solve traveling salesman problem (TSP). The modular design concept is applied to divide platform into four main modules. The function modules are designed by using MATLAB/GUI toolbox. The development, implementation and test of the designed ACO simulation platform are particularly introduced. The test process and results show that the function of the designed ACO simulation platform can be implemented by importing exiting map and its coordinates or setting coordinates manually; besides, when setting parameters, they can be changed arbitrarily in the range of prompt message. The proposed platform can effectively solve the TSP and find the optimal path.
引用
收藏
页码:375 / 379
页数:5
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