文件名称:1223345
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摘要:人口迁移算法模拟了人口随经济中心而转移和随人口压力增加而扩散的机制。主要针对该算法提出了一种改进的人口迁
移算法。该改进算法通过引入高斯变异算子和最速下降算子来改善人口迁移算法的收敛速度和全局收敛性,并对其收敛性进行了
证明。通过对函数的数值实验测试结果表明,改进的人口迁移算法的全局寻优能力和收敛速度较人口迁移算法均有所提高。
-Abstract: The migration algorithm simulation with the economic centers of population transfer and population pressures increase with the proliferation mechanism. Primarily for the algorithm, an improved method of population migration. Improved algorithm of the Gaussian mutation operator and steepest descent operator to improve the convergence rate of population migration and the global convergence, and its convergence proved. Numerical experiments on the function test results show that the improved migration capacity of the global optimization algorithm and convergence rate than both increased migration algorithm.
移算法。该改进算法通过引入高斯变异算子和最速下降算子来改善人口迁移算法的收敛速度和全局收敛性,并对其收敛性进行了
证明。通过对函数的数值实验测试结果表明,改进的人口迁移算法的全局寻优能力和收敛速度较人口迁移算法均有所提高。
-Abstract: The migration algorithm simulation with the economic centers of population transfer and population pressures increase with the proliferation mechanism. Primarily for the algorithm, an improved method of population migration. Improved algorithm of the Gaussian mutation operator and steepest descent operator to improve the convergence rate of population migration and the global convergence, and its convergence proved. Numerical experiments on the function test results show that the improved migration capacity of the global optimization algorithm and convergence rate than both increased migration algorithm.
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引入高斯变异和最速下降算子的人口迁移算法.kdh