科研常用优化代码软件介绍

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Free and Open Source software

Proprietary software

• AIMMS — optimization modeling system, including GUI building facilities
• AMPL — modelling language for large-scale linear, mixed integer and nonlinear optimization
• APMonitor — for large-scale, nonlinear, differential and algebraic optimization
• ASTOS — AeroSpace Trajectory Optimization Software for launcher, re-entry and generic aerospace problems
• BARON — for global optimization of algebraic nonlinear and mixed-integer nonlinear problems
• CPLEX — integer, linear and quadratic programming
• FortMP — integer, linear and quadratic programming
• FortSP — stochastic programming
• General Algebraic Modeling System
• Gurobi — integer, linear and quadratic programming
• HillStormer — Nelder–Mead nonlinear optimization with linear constraints
• HEEDS MDO — multidisciplinary design optimization using SHERPA, a hybrid, adaptive optimization algorithm.
• IMSL Numerical Libraries Linear, quadratic, nonlinear, and sparse QP and LP optimization algorithms implemented in standard programming languages C, Java, C# .NET, Fortran, and Python.
• IOSO — (Indirect Optimization on the basis of Self-Organization) is a multiobjective, multidimensional nonlinear optimization technology
• Kimeme — an open platform for multi-objective optimization and multidisciplinary design optimization
• Lingo — Linear, integer, nonlinear and stochastic programming. Global optimization
• LIONsolver — an integrated software for data mining, modeling, Learning and Intelligent OptimizatioN and reactive business intelligence
• modeFRONTIER — multidisciplinary design optimization, for computer-aided engineering
• Maple (software) — Linear, quadratic, and nonlinear, continuous and integer optimization. Constrained and unconstrained. Global optimization with add-on toolbox.
• MATLAB — Linear, quadratic, and nonlinear problems with Optimization Toolbox; multiple maxima, multiple minima, and non-smooth optimization problems; estimation and optimization of model parameters.
• Mathematica — large-scale multivariate constrained and unconstrained, linear and nonlinear, continuous and integer optimization.
• MIDACO Global optimization software based on evolutionary computing, MINLP (Matlab, Octave, Python, C/C++ and Fortran)
• MOSEK — linear, quadratic, conic and convex nonlinear, continuous and integer optimization.
• NAG — Linear, quadratic, nonlinear, sums of squares of linear or nonlinear functions; linear, sparse linear, nonlinear, bounded or no constraints; local and global optimization; continuous or integer problems.
• Nexus — multidisciplinary optimization and design process integration
• NMath — linear, quadratic and nonlinear programming
• IOSO — multidisciplinary design optimization, for computer-aided engineering
• OptimJ — Java based modeling language. Premium Edition includes support for Gurobi, Mosek and CPLEX solvers
• Optimus platform — a process integration and design optimization platform developed by Noesis Solutions
• OptiY - a design environment providing modern optimization strategies and state of the art probabilistic algorithms for uncertainty, reliability, robustness, sensitivity analysis, data-mining and meta-modeling.
• OptiStruct — Award-winning CAE technology for conceptual design synthesis and structural optimization.
• PHX ModelCenter — a graphical environment for automation, integration, and design optimization.
• PottersWheel — Parameter estimation in ordinary differential equations (Matlab toolbox, free for academic use).
• SmartDO — multidisciplinary global design optimization, specialized in computer-aided engineering (CAE). using the direct global search approaches.
• SNOPT — large-scale optimization problems.
• Unscrambler Optimizer product formulation and process optimization software
• TOMLAB — TOMLAB supports global optimization, integer programming, all types of least squares, linear, quadratic and unconstrained programming for MATLAB. TOMLAB supports solvers like Gurobi, CPLEX, SNOPT and KNITRO.
• VisSim — a visual block diagram language for simulation and optimization of dynamical systems.
• WORHP — a large-scale sparse solver for continuous nonlinear optimization.

Freeware

• AIMMS — free for academic use.
• AMPL — free student license.
• APMonitor — free for academic or commercial use with interfaces to Python and MATLAB.
• ASTOS — free for academic use.
• Galahad library — free for academic use.
• LIONsolver — free license for academic use.
• MIDACO Global optimization software based on evolutionary computing, MINLP (Matlab, Octave, Python, C/C++ and Fortran)
• MINTO — integer programming solver using branch and bound algorithm. Freeware for personal use.
• OptimJ — Java based modeling language. Free Edition includes support for lp_solve, GLPK and LP or MPS file formats
• PottersWheel — Parameter estimation in ordinary differential equations (Free Matlab toolbox for academic use).
• SCIP — Free only for research purpose as a member of a non-commercial and academic institution.
• WORHP — free of charge for academic use.

HLBFGS算法建议使用微软刘洋老师的code

详见：http://research.microsoft.com/en-us/um/people/yangliu/software/hlbfgs/

科研常用优化代码软件介绍,布布扣,bubuko.com

科研常用优化代码软件介绍

标签：des   class   code   java   tar   ext   

原文地址：http://www.cnblogs.com/sheshouyanhun/p/3717981.html