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matlab 优化算法

于 2022-07-02 发布 文件大小:33.14 kB
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1.约束优化问题: minRosen(Rosen梯度法求解约束多维函数的极值)(算法还有bug) minPF(外点罚函数法解线性等式约束) minGeneralPF(外点罚函数法解一般等式约束) minNF(内点罚函数法) minMixFun(混合罚函数法) minJSMixFun(混合罚函数加速法) minFactor(乘子法) minconPS(坐标轮换法)(算法还有bug) minconSimpSearch(复合形法) 2.非线性最小二乘优化问题 minMGN(修正G-N法) 3.线性规划: CmpSimpleMthd(完整单纯形法) 4.整数规划(含0-1规划) DividePlane(割平面法) ZeroOneprog(枚举法) 5.二次规划 QuadLagR(拉格朗日法) ActivedeSet(起作用集法) 6.辅助函数(在一些函数中会调用) minNT(牛顿法求多元函数的极值) Funval(求目标函数的值) minMNT(修正的牛顿法求多元函数极值) minHJ(黄金分割法求一维函数的极值) 7.高级优化算法 1)粒子群优化算法(求解无约束优化问题) 1>PSO(基本粒子群算法) 2>YSPSO(待压缩因子的粒子群算法) 3>LinWPSO(线性递减权重粒子群优化算法) 4>SAPSO(自适应权重粒子群优化算法) 5>RandWSPO(随机

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