文献类型：会议论文

英文题名：Process control and intelligent algorithms of network optimization problems under uncertain system

作者：Zhang, Jing[1]

通讯作者：Zhang, J.|[11417baeb6d60d6b245f1]张静;[114179d342fd5159a2509]张剑;[11417c0846d8fd8d336fb]张静;[114174e083fe1559d60db]张军;[1141746b62372e61cb30a]张静;[114171b4b3f1088293e64]张俭;[114172d803cbf75fca33b]张娟;[11417a49f0e05e78a1acd]张经;[1141765eb59d34574a3e1]张瑾;[114176100bed22aa0a6a5]张健;[11417520877f3909b0ef5]张京;

机构：[1] Basic Courses Department, Beijing Union University, Beijing, China

第一机构：北京联合大学基础教学部

通讯机构：[1]Basic Courses Department, Beijing Union University, Beijing, China|[1141788]北京联合大学基础教学部;[11417]北京联合大学;

会议论文集：Advances in Electronic Engineering, Communication and Management Vol. 2 - Proceedings of 2011 International Conference on Electronic Engineering, Communication and Management, EECM 2011

会议日期：December 24, 2011 - December 25, 2011

会议地点：Beijing, China

语种：英文

外文关键词：Ant colony optimization - Computation theory - Fuzzy control - Genetic algorithms - Graph theory - Particle swarm optimization (PSO) - Uncertain systems - Uncertainty analysis

摘要：The establishment of network optimization model under uncertain systems and intelligent algorithms mainly based on the theory of uncertainty with random variables or fuzzy variables of basic network optimization problems, such as the shortest path problem, minimum spanning tree problems, and transportation problems were studied. For the intelligent optimization algorithms, such as artificial neural networks, evolutionary computation, swarm intelligence (e.g. ant colony optimization, particle swarm optimization, etc.), artificial immune systems, making network optimization based on uncertain system model of the theory, including parameter selection, hybrid intelligent algorithm design. Intelligent design has been calculated in principle on the basis of efforts to put forward new intelligent optimization algorithms. Overcome the current difficulties encountered in intelligent computing problems, and make a reasonable explanation based on mathematical theory, algorithm in the full network optimization model of effectiveness uncertain. ? 2012 Springer-Verlag.