Solver Software Open Source
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I have used Gurobi and cplex for solving large scale LP problems with Pyomo. However, I do need to use open source solver. Any adviseglpk and cbc seems to be very slow in solving the problem (with 2e6 variables)
If you mean by LP is referred to the linear programming (not mixed-integer linear programming), there are some open-source solvers like SoPlex and Clp which can be linked with Pyomo via Neos server but, I really do not know is there any way to connect those locally. If you meant is the mixed-integer linear programming one of the best options is SCIP, but as far as I know it's not quite free at all.
OpenSolver is released as open source code under the GPL. (This simply reflects the fact that distributing a spreadsheet, such as OpenSolver, with embedded VBA code makes that code available to end users by default; to satisfy with our license, you must not password protect that code.) This program is distributed in the hope that it will be useful, but without any warranty; without even the implied warranty of merchantability or fitness for a particular purpose. OpenSolver uses a range of solvers, information on these is available here.
Citing OpenSolver: Continued development of OpenSolver is only possible if we can demonstrate its impact. If you are publishing work that uses OpenSolver, please cite both this opensolver.org website and this paper:
Our Community Edition license allows you to use a full-powered AMPL license with no limitations on variables or constraints, free forever, with all open source solvers. Your download in the portal, and have all solvers downloaded to your computer.
HiGHS is open-source software to solve linear programming, mixed-integer programming, and convex quadratic programming models. Written in C++ and published under an MIT license, HiGHS provides programming interfaces to C, Python, Julia, Rust, JavaScript, Fortran, and C#. It has no external dependencies.
Gecode is an open source C++ toolkit for developing constraint-based systems and applications. Gecode provides a constraint solver with state-of-the-art performance while being modular and extensible. Learn more here.
After modeling your problem in the programming language of your choice, you can use any of a half dozen solvers to solve it: commercial solvers such as Gurobi or CPLEX, or open-source solvers such as SCIP, GLPK, or Google's GLOP and award-winning CP-SAT.
Ceres Solver 1 is an open source C++ library for modeling andsolving large, complicated optimization problems. It can be used tosolve Non-linear Least Squares problems with bounds constraints andgeneral unconstrained optimization problems. It is a mature, featurerich, and performant library that has been used in production atGoogle since 2010. For more, see Why.
FreeFEM has it own internal mesher, called BAMG, and is compatible with the best open-source mesh and visualization software like Tetgen, Gmsh, Mmg and ParaView. Written in C++ to optimize for speed, FreeFEM is interfaced with the popular mumps, PETSc and HPDDM solvers.
FEniCSx is a popular open-source computing platform for solving partialdifferential equations (PDEs). FEniCSx enables users to quicklytranslate scientific models into efficient finite element code. With thehigh-level Python and C++ interfaces to FEniCSx, it is easy to getstarted, but FEniCSx offers also powerful capabilities for moreexperienced programmers. FEniCSx runs on a multitude of platformsranging from laptops to high-performance clusters.
FEniCS is a NumFOCUS fiscally supportedproject. If you like FEniCS and want to support our mission to producethe best possible platform for open-source computing, consider making adonation to our project.
OpenTaxSolver is an open source application for US taxpayers to calculate their state and federal income tax returns in a way TurboTax users will find familiar. Before I get into the software, let's take a step back and explore the US tax system.
The Internal Revenue Service's (IRS's) Use of federal tax information (FTI) in open source software webpage offers a large amount of information, and it's especially relevant to anyone who may want to start their own open source tax software project. To hit the finer points:
OpenTaxSolver gives you the opportunity to file your own federal and state taxes and should be considered when open source enthusiasts are looking for an alternative to TurboTax. As always, with any federal related tax information (or federal anything, for that matter), always double-check and use due diligence. I found this software very useful for expanding my knowledge about my taxes.
Being open source lets any engineer adapt any pre-built connectors to their needs, so every company will be able to address their own needs. The question is more about how much effort would be needed for each of their cases.
On the other hand, open-source products will base their pricing on the features used and not the volume of data as it is self-hosted. So once adopted, teams do not have to worry about costs and can use all connectors freely.
If the open-source project is well structured and well thought through, there will be no points where a commercial approach can be better. The issue is that, until now, there were no good open-source projects that could alleviate the dangers to this approach.
You won't have to start from scratch - use SU2 as a strong foundation for your research. Level up your SU2 skills with our documentation and tutorials sections. Free and open. Always. SU2 is open source and released under the LGPL 2.1. It's under active development by individuals all around the world. Get the code and get involved on GitHub.
SU2 is an open-source collection of software tools written in C++ and Python for the analysis of partial differential equations (PDEs) and PDE-constrained optimization problems on unstructured meshes with state-of-the-art numerical methods. Through the initiative of users and developers around the world, SU2 is now a well established tool with wide applicability to aeronautical, automotive, ship, and renewable energy industries, to name a few.
Code_Aster is an open-source software package for simulation in structural mechanics, including fatigue, damage, fracture, contact, geomaterials, porous media and multi-physics coupling. It was originally developed by EDF as an in-house application for safety-related simulations in nuclear energy environment. The software has been evaluated through independent comparisons in regards to analytical and experimental results and was benchmarked against commercial codes. Code_Aster is used for various applications by industry-leading companies including:
This is Freecell Solver - a program that automatically solves layouts of Freecell and similar variants of Card Solitaire such as Eight Off, Forecell, and Seahaven Towers, as well as Simple Simon boards. Freecell Solver is free and open source software freely available under the MIT/Expat License. It can be used online (which requires a modern enough web browser with JavaScript support), or downloaded either as Microsoft Windows 32-bit binaries, or as the C source distribution.
OpenRadioss is the publicly available open-source code base that a worldwide community of researchers, software developers, and industry leaders are enhancing every day. OpenRadioss is changing the game by empowering users to make rapid contributions that tackle the latest challenges brought on by rapidly evolving technologies like battery development, lightweight materials and composites, human body models and biomaterials, autonomous driving and flight, as well as the desire to give passengers the safest environment possible via virtual testing.
The OpenRadioss Community believes sustainability-driven complex technical challenges are best addressed within an open, collaborative software framework. By combining the best minds in the world and giving them the tools and environment to make innovative, groundbreaking improvements to products, processes, and workflows, OpenRadioss gives users the power to make the world a safer, greener place.
FEBio is a nonlinear finite element solver that is specifically designed for biomechanics and biophysics applications. It offers modeling scenarios, constitutive models, and boundary conditions that are relevant to many research areas in these fields. All features can be used together seamlessly, giving the user a powerful tool for solving 3D problems in computational biomechanics. The software is open-source, and pre-compiled executables for Windows, Mac OS X, and Linux platforms are available.
FEBio is a nonlinear implicit FE solver and does not have mesh generation capabilities. Therefore the input files, which are described in detail in this document, need to be generated by preprocessing software. The preferred preprocessor for FEBio is called PreView.
OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD), owned by the OpenFOAM Foundation and distributed exclusively under the General Public Licence (GPL). The GPL gives users the freedom to modify and redistribute the software and a guarantee of continued free use, within the terms of the licence.
The OpenFOAM Foundation is the organisaton which holds the copyright of the OpenFOAM software and documentation, whose purpose is to manage and distribute OpenFOAM as free, open source software for the benefit of its users. It is a registered company, limited by guarantee based in England. As such, it has no share capital or shareholders, but has individual members committed to free, open source software, who run the organisation on a voluntary basis. It has no employees and any annual profit is retained within the organisation and cannot be distributed to members. OpenFOAM is a registered trademark of OpenCFD Ltd, licensed to the OpenFOAM Foundation in 2011 so that it could distribute its software under under that name.
The OpenFOAM Foundation is run by individuals whose prio