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PSO同遗传算法类似,是一种基于迭代的优化算法-PSO is similar with the genetic algorithm is an iterative optimization algorithm based on
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本文档主要介绍智能优化算法的应用,并详细介绍了遗传算法和蚁群算法。-This document focuses on the application of intelligent optimization algorithms, and details of the genetic algorithm and ant colony algorithm.
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数值优化 尤其是正在学习遗传算法的学生,本例基于MATLAB。-Numerical optimization, especially students who are learning genetic algorithm, in this case based on MATLAB.
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PID控制器的性能取决于其控制参数的组合,针对其参数的整定和优化问题,提出了应用一种改进的粒子群优化算法,该
算法借鉴了遗传算法的杂交机制,并采用惯性权值的非线性递减策略。用以加速算法的收敛速度和提高粒子的搜索能力。将该算
法应用于一个二阶系统的PID控制器参数的优化。仿真结果表明该改进的粒子群算法具有比传统粒子群算法和遗传算法更好的
优化效果,具有一定的工程应用前景。-Abstract:PID controller’s performance completely depends
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该程序是遗传算法优化BP神经网络函数极值寻优-The program is a genetic algorithm to optimize BP neural network function optimization extreme
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基于遗传算法和基于粒子群算法的改进近似模型,对比图象和理论-Based on Genetic Algorithm and Particle Swarm Optimization Based on Improved approximation model, image contrast and theoretical
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遗传算法和粒子群算法优化的近似模型,图象,理论与对比等说明。-Approximate model of genetic algorithm and particle swarm optimization, the image, and contrast theory and explanation.
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The genetic algorithm is a method for solving both constrained and unconstrained optimization problems that is based on natural selection, the process that drives biological evolution. The genetic algorithm repeatedly modifies a population of individ
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