OPTIMIZATION BASED ON LMPROVED REAL—CODED GENETIC ALGORITHM |
| |
作者姓名: | ShiYu YuShenglin |
| |
作者单位: | CollegeofAutomationEngineering,NUAA29YudaoStreet,Nanjing210016,P.R.China |
| |
摘 要: | An improved real-coded genetic algorithm is pro-posed for global optimization of functionsl.The new algo-rithm is based om the judgement of the searching perfor-mance of basic real-coded genetic algorithm.The opera-tions of basic real-coded genetic algorithm are briefly dis-cussed and selected.A kind of chaos sequence is described in detail and added in the new algorithm ad a disturbance factor.The strategy of field partition is also used to im-prove the strcture of the new algorithm.Numerical ex-periment shows that the mew genetic algorithm can find the global optimum of complex funtions with satistaiting precision.
|
关 键 词: | global optimization chaos crossover muta-tion genetic algorithm 实数遗传算法 混沌序列 函数优化 |
本文献已被 维普 等数据库收录! |