python-mip | Python tools for the modeling and solution of Mixed-Integer
kandi X-RAY | python-mip Summary
kandi X-RAY | python-mip Summary
Python MIP is a collection of Python tools for the modeling and solution of Mixed-Integer Linear programs (MIPs). MIP syntax was inspired by Pulp. Just like CyLP it also provides access to advanced solver features like cut generation, lazy constraints, MIPstarts and solution Pools. Porting Pulp and Gurobi models should be quite easy.
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Top functions reviewed by kandi - BETA
- Optimize the model
- Get double attribute
- Clear solr
- Get an integer attribute
- Generate a set of restriction filter constraints
- Filter the model by removing all constraints
- Return the constr by name
- Optimize the problem
- Clear solver
- Generate a model
- Adds a constraint to the model
- Create a new variable tensor
- Builds an infeasible model
- Write the model to a file
- Set objective function
- Check that the optimization results are violated
- Merge constraints
- Set the processing limits
- Get a constant expression
- Create a model for a given solution
- Returns the LinExpr expression
- Validate the feasibility of the model
- Read the RCPP file
- Construct a hierarchy of constraints
- Generate cut pool
- Add a constraint to the model
- Queries the model
python-mip Key Features
python-mip Examples and Code Snippets
Community Discussions
Trending Discussions on python-mip
QUESTION
I have a program where I want to minimize an absolute difference of two variables (an absolute error function). Say:
...ANSWER
Answered 2020-Sep-28 at 21:08You can (and should) reformulate. Because you are minimizing the absolute value of a function, you can introduce a dummy variable and 2 constraints on that variable and then minimize the dummy variable to keep it linear. (ABS is a non-linear function).
So, introduce z
such that:
QUESTION
I've been trying to implement a mTSP in a normal TSP using the already made code in MIP Link
So this is the code I have so far in python and its throwing me an error which I don't understand:
...ANSWER
Answered 2020-Jun-14 at 17:28This is a Python issue, not a Gurobi issue. You don't completely understand how nested list-comprehensions work.
We can reproduce this with:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install python-mip
You can use python-mip like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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