Bonmin
pulp
| Bonmin | pulp | |
|---|---|---|
| 1 | 19 | |
| 114 | 1,954 | |
| 0.0% | 1.7% | |
| 1.2 | 7.0 | |
| about 1 year ago | 14 days ago | |
| C++ | Python | |
| Eclipse Public License 1.0 | GNU General Public License v3.0 or later |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Bonmin
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Python open-source solvers
GLPK can only solve MILPs. And to be precise, COIN-OR isn't a solver, it's a collection of multiple projects. The only solver within COIN-OR that can solve MINLPs (mixed-integer non-linear programs) is Bonmin.
pulp
- Algorithms - Researchers Approach New Speed Limit for Seminal Problem
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pulp VS timefold-solver - a user suggested alternative
2 projects | 4 Jan 2024
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References
Optimization with PuLP
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[2022 Day #19] I think I'll just lol-nope out of it
Now I have used Pulp library, which I guess does the heavy lifting.
- Python OR packages
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Operations research packages
Pyomo, it even has its own book. Additionally, CVXOPT focuses on convex optimization, PuLP on linear programming (it has lots of interfaces for other solvers).
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Successful Compiling COIN-OR CBC solver with Python Pulp ARM64
After installing https://github.com/coin-or/pulp via pip I failed to use the built-in cbc solver. Pulp comes with prebuilt binaries for Linux x32 & x64 but not for ARM, so it threw error while solving problem.
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Finding optimal inventory levels for clothing retailer.
Python has few libraries, one that I used it is PULP but there are others and as mentioned above, MS Excel has the Solver plugin to do it. Hope is hepful.
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Optimal number of muffins to produce
Hi, you should use an optimization linear programming package, also MS excel. With solver, if you use Python try to read the Documentaton of PULP library here is the link PULP Library Python hope it helps
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flopt: powerful optimization modeling tool
There are some optimization modeling tools, Pulp andScipy are known for linear programming (LP) modeling, CVXOPT and Pyomo for quadratic programming (QP).
What are some alternatives?
pyomo - An object-oriented algebraic modeling language in Python for structured optimization problems.
PySCIPOpt - Python interface for the SCIP Optimization Suite
Zeratool - Automatic Exploit Generation (AEG) and remote flag capture for exploitable CTF problems
manim-rubikscube - A Manim implementation of the classic Rubik's Cube
pulp_ansible - A Pulp plugin that manages Ansible content, i.e. roles, collections
zebra4j - zebra4j is a generator and solver library for Zebra puzzles, also knows as "logic grid puzzles".
Cbc - COIN-OR Branch-and-Cut solver
CryptidSolver - A solver for the boardgame Cryptid
scinumtools - Essential tools for numerical scientific calculations, simulations and data analysis. Besides several useful tools, this package is featuring expression solver, physical units, material properties and dimensional input parameter modules.
flopt - A Python Flexible Modeler for Optimization Problems