Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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Updated
May 29, 2024 - Julia
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
An object-oriented algebraic modeling language in Python for structured optimization problems.
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Python interface for the SCIP Optimization Suite
An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)
oj! Algorithms
An abstraction layer for mathematical optimization solvers
Represent trained machine learning models as Pyomo optimization formulations
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP (SQP) and IPOPT (barrier/interior-point method) in a modern and generic way, and unlocks methods never seen before. Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.
My sandbox for experimenting with solver algorithms.
Tutorials on using JuMP for mathematical optimization in Julia
Efficient modeling interface for mathematical optimization in Python
A library of modern Fortran modules for nonlinear optimization
provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia
An Extension Library for Unity.Mathematics - Extension Methods, New Syntax, Optimized Functions, and more !
Exact solutions for two-dimensional bin packing problems by branch-and-cut
JuMP-based toolbox for solving bilevel optimization problems
An extensible MINLP solver
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