理解mosek及LP、QP、SOCP、SDP、MIP等

    技术2026-01-02  1

    Mosek

    Company

    Wikipedia

    PyPi - Mosek 9.2.14

    杉树科技(中国唯一的Mosek官方授权经销商)

    DECISION TREE FOR OPTIMIZATION SOFTWARE (Site aims at helping you identify ready to use solutions for your optimization problems)

    问题类型

    Short NameNameChineseLPLinear Program线性规划QPQuadratic Program二次规划SOCPSecond-Order Cone Program二阶锥规划SDPSemi-Definite Program半定规划ECPExponential Cone Program指数锥规划PCPPower Cone Program幂锥规划MILMixed Integer Linear混合整数线性

    运筹学数学规划

    【学界】运筹学数学规划|离散优化求解器大搜罗专访葛冬冬:我们做华人该有的求解器,BAT和国内科研单位做不了

    GAMS(General Algebraic Modeling System)

    LPMIPNLPMCPMPECCNSDNLPMINLPQCPMIQCPStoch.GlobalALPHAECP✔✔ANTIGONE✔✔✔✔✔✔✔ *BARON✔✔✔✔✔✔✔✔✔ *BDMLP✔✔BONMIN✔✔CBC✔✔CONOPT 3✔✔✔✔✔CONOPT 4✔✔✔✔✔COUENNE✔✔✔✔✔✔✔ *CPLEX✔✔✔✔DECIS✔✔DICOPT✔✔GLOMIQO✔✔✔ *GUROBI✔✔✔✔GUSS✔✔✔✔✔✔✔✔✔IPOPT✔✔✔✔✔KESTREL✔✔✔✔✔✔✔✔✔✔KNITRO✔✔✔✔✔✔✔✔LGO✔✔✔✔✔LINDO✔✔✔✔✔✔✔✔✔ *LINDOGLOBAL✔✔✔✔✔✔✔✔ *LOCALSOLVER✔✔✔✔✔✔✔MILES✔MINOS✔✔✔✔✔MOSEK✔✔✔✔✔✔✔MSNLP✔✔✔✔NLPEC✔✔ODHCPLEX✔✔PATH✔✔SBB✔✔SCIP✔✔✔✔✔✔✔✔ *SHOT✔✔SNOPT✔✔✔✔✔SOLVEENGINE✔✔SOPLEX✔XA✔✔XPRESS✔✔✔✔

    综合来看,GAMS的Documentation是最好学习资料。

    兼以辅助《运筹学发展的回顾与展望》

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