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一种求解混合整数非线性规划的新算法
A New Algorithm for Solving Mixed-integer Nonlinear Programming
【摘要】 针对混合整数非线性规划求解难的问题,本文给出了一种新的求解策略——混合序列差异演化算法,该算法采取混合编码的形式以便处理连续变量、整数变量以及混合整数变量的优化问题。最后通过数例检验算法的优越性,仿真结果表明该算法求解效率高、收敛速度快、全局搜索能力强。
【Abstract】 A new method called hybrid line-up differential evolution is provided for the difficult problems of mixed-integer nonlinear programming in the paper.This algorithm adapts the mixed coding to solve the optimization problems of real,(integer) and mixed-integer variables.The superiority of the algorithm is tested through cases and the simulated result shows high efficiency,rapid speed of convergence and strong capability of global search in looking for answers.
【关键词】 混合整数非线性规划;
罚函数;
差异演化;
测试;
【Key words】 Mixed-integer Nonlinear Programming; Penalty Function; Differential Evolution; Testing;
【Key words】 Mixed-integer Nonlinear Programming; Penalty Function; Differential Evolution; Testing;
- 【文献出处】 系统工程 ,Systems Engineering , 编辑部邮箱 ,2005年10期
- 【分类号】O221.2
- 【被引频次】7
- 【下载频次】678