awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

694

GitHub Stars

149

Curated Resources

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2018 versionDynamic Programming and Reinforcement Learning
additional lecturesOptimization Algorithms
Advanced modeling for discrete optimizationDiscrete, Combinatorial, and Integer Optimization
Advanced Operations Research - NPTELOperations Research
NPTEL
An Introduction To Constraint ProgrammingConstraint Programming
Jacob Allen
Arizona Math Camp: OptimizationContinuous Optimization

AMPLTools and Libraries
Algebraic modeling language, both linear/integer and constraint programming.
BARONSolvers
The Optimization Firm
CBCSolvers
COIN-OR Branch and Cut
COIN-ORTools and Libraries
repository
ConcordeSolvers
UWaterloo
CPLEXSolvers
IBM

BOTorchCode Repositories
CORSEvents, Societies, and Conferences
Canadian Operational Research Society
CO@WorkEvents, Societies, and Conferences
Optimization course with a focus on computational aspects, industrial applications and networking (2024, 2020, 2015, 2009, 2005)
CPAIOREvents, Societies, and Conferences
Integration of Constraint Programming, Artificial Intelligence, and Operations Research.
CP ConferenceEvents, Societies, and Conferences
Principles and Practice of Constraint Programming.
cvxpyCode Repositories

Showing a sample of 149 resources. View the full list on GitHub →