梯度下降、牛顿法、共轭梯度法、蒙特卡洛、模拟退火法、粒子群、蚁群等算法应用(完整程序MATLAB\PYTHON)

上传者: LIANG674027206 | 上传时间: 2022-05-07 14:04:50 | 文件大小: 18.6MB | 文件类型: ZIP
梯度下降、牛顿法、共轭梯度法等matlab和python程序:求一个空间曲面(3维)的极值点。 “阻尼牛顿法”的matlab和python程序;文件名:Damped_Newton.m / python_Damped_Newton.py “蒙特卡洛全局最优”的matlab和python程序;文件名:Monte_Carlo.m / python_Monte_Carlo.py “蒙特卡洛全局最优”算法针对Schaffer函数和Rastrigin函数的matlab程序; 文件名:Monte_Carlo “模拟退火法全局最优”算法的matlab程序,以及其针对Schaffer函数和Rastrigin函数的matlab程序; 文件名:Simulated_Annealing “粒子群全局最优”算法的matlab程序,以及其针对Schaffer函数和Rastrigin函数的matlab程序; 文件名:PSO “蚁群全局最优”算法针对普通二元函数最大值、Schaffer函数和Rastrigin函数最小值的matlab程序; 文件名:AG

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