python-mip VS OptaPlanner

Compare python-mip vs OptaPlanner and see what are their differences.

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python-mip OptaPlanner
1 30
502 136
2.0% 17.3%
7.1 7.4
about 1 month ago 10 days ago
Python Java
Eclipse Public License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.

python-mip

Posts with mentions or reviews of python-mip. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-20.
  • Ask HN: Do you use an optimization solver? Which one? Why? Do you like it?
    12 projects | news.ycombinator.com | 20 Apr 2022
    I've been using CBC via python-mip (https://github.com/coin-or/python-mip). It's great because it's got a super clean interface (milp variables/expressions/constraints), the code is quite accessible, and it's low overhead which makes it good for solving many very small problems.

    Community sentiment seems to be beginning to shift toward favouring the HiGHS solver (https://github.com/ERGO-Code/HiGHS) over CBC. Something I'm keeping a close eye on.

    nextmv seems to pitch itself as a generic solving ("decision automation") platform or something (unclear). But it seems that the only fleshed out product offering is for vehicle routing, based on the docs. Are there plans to offer, for instance, a solver binary that can be used to solve generic problems?

    Also all the github repos under https://github.com/nextmv-io are private, so links from docs are 404.

OptaPlanner

Posts with mentions or reviews of OptaPlanner. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-23.

What are some alternatives?

When comparing python-mip and OptaPlanner you can also consider the following projects:

or-tools - Google's Operations Research tools:

Choco - An open-source Java library for Constraint Programming

SciPy - SciPy library main repository

HiGHS - Linear optimization software

jsprit - jsprit is a java based, open source toolkit for solving rich vehicle routing problems

EA-FC-24-Automated-SBC-Solving - EA FC 24 Automated SBC Solving using Integer Programming ⚽

JaCoP - Java Constraint Programming solver

minizinc-python - Access to all MiniZinc functionality directly from Python

vroom - Vehicle Routing Open-source Optimization Machine

exact

kotlin-statistics - Idiomatic statistical operators for Kotlin