Find your next solver
A curated index of Operations Research resources — solvers, courses, books, datasets, communities and more. Classified by type, topic and audience.
- Advanced modeling for discrete optimizationCourse
Course about advanced modeling for discrete optimization, covering topics such as debugging or predicates
- AliGorithmVideo
YouTube channel with interesting knowledge about optimization.
- Anything you can do I can do betterVideo
Prof Marco Lubbecke talks about optimization in a TED Talk.
- ArcadeTSPGame
An arcade-style TSP challenge game written for https://github.com/tunnuz/arcadetsp's 2018 Christmas Party, follow the in-game instructions.
- Basic modeling for discrete optimizationCourse
Course about basic modeling for discrete optimization with MiniZinc
- Beer GameGame
Learn supply chain principles through a visual simulation.
- Burrito Optimization GameGame
Web-based app that is intended to act as an entry point for data scientists and problem solvers who could benefit from optimization; the game teaches players why optimization is valuable and important, why it’s difficult (by showcasing the scaling and added complexity of optimization throughout round play), and why solvers and other optimization algorithms are essential in finding an optimal solution.
- Combinatorial Optimization: Algorithms and ComplexityBook
An introduction to algorithms and computational complexity to solve combinatorial optimization problems
- CVRP GameGame
A game to better understand how CVRP works.
- Discord: CVXPYCommunity
The CVXPY Discord community is a group of people who use the CVXPY software to solve convex optimization problems in Python
- Discord: HiGHSCommunity
The HiGHS Discord server.
- Discord: Operations ResearchCommunity
Discord community about Operations Research
- Discord: OR-ToolsCommunity
Discord community about OR-Tools, a Google framework for mathematical modeling and solvers
- Discrete Optimization courseCourse
Course about discrete optimization covering a wide range of optimization techniques such as Constraint Programming, Local Search or Column Generation
- Discrete Optimization TalksPodcast
Discrete Optimization Talks (DOTs) is a virtual seminar series from the Mixed Integer Programming Society (MIPS), a technical section of the Mathematical Optimization Society (MOS). Topics of interest are theoretical, computational, and applied aspects of integer and combinatorial optimization. The typical format of each session is two 30-minute talks.
- Free the world from wasteful scheduling with Timefold AIVideo
Solve NP-hard optimization problems with Timefold AI.
- Hands-On Mathematical Optimization with PythonBook
A gentle introduction to optimization with Python.
- IISE Operations Research podcast seriesPodcast
It features conversations between students, faculty and professionals around OR-related topics
- Introduction to algorithmsBook
Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness.
- Introduction to Operations ResearchBook
An introduction to Operations Research with theory from Linear Programming to simulation, passing through Nonlinear Programming, Game Theory, Metaheuristics or Network flows, among others.
- Learn Graph TheoryGame
Interactive resources to learn Graph Theory.
- Learn ORGame
Interactive resources to learn OR.
- Lego ChallengeGame
The TLC is a simple constrained integer program turned into a game that you can play in a classroom with Legos. In each round of the game, your team acts as a boutique woodworking company who must decide which items to build and sell to the market. The goal is to decide how many of each type of item to build to maximize profits and beat other teams, where you are constrained by how many component pieces you have available.
- MathOpt: Solver Independent Modeling in Google OR-ToolsVideo
A new interface for Google OR-Tools.
- MIT Supply Chain FrontiersPodcast
Thought leadership from the MIT Center for Transportation & Logistics.
- ML ain’t your only hammerVideo
Introduction to the field of mathematical optimization.
- Modern LP Book - DualityBook
A discussion about books focused on duality theory
- NeEDS - Network of European Data ScientistsPodcast
The Network consists of six academic and nine industrial participants from five EU countries, USA and Chile. The participants combine strong and complementary expertise, within industry sectors ranging from energy, retailing, insurance to banking, as well as national statistical offices.
- Operations Research: an introductionBook
A book covering the basics of Operations Research
- Optimization Games for the YoungGame
Developed to help spark an interest for mathematics in children and young adults. I use optimization concepts in the context of real-life problems as motivation. All you need are a printer to print the pages with the instructions and a pair of scissors to cut out the game pieces.
- Optimization via Relaxation and DecompositionBook
This book offers an up-to-date description of relaxation/approximation and decomposition techniques, demonstrating how their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical, and industrial engineering, with a focus on energy.
- Optimizing with Column GenerationBook
An interesting book about Column Generation to tackle large-scale optimization problems
- Optimizing youPodcast
Discussions around optimization, interviewing academics in the field of Operations Research and Industrial Engineering
- OR from 0 to 1Course
7-day free email course to kickstart in Operations Research.
- Ponder This!Game
Seems some of us can't see a problem without wanting to take a crack at solving it. Does that sound like you? Good. Forge ahead and ponder this month's problem. We'll post a new one every month, and allow a month for you to submit solutions (we may even publish submitted answers, especially if they're correct).
- Pragmatic OR: Solving large scale optimization problems in fast moving environmentsVideo
Rubén Ruiz, Principal Applied Scientist at Amazon, shows how he leverages Hexaly at Amazon to solve a gigantic optimization problem that is out of the scope of other MILP solvers.
- Puzzles and GamesGame
A comprehensive guide to mathematical modeling with more than 140 games as case studies.
- Resoundingly Human - INFORMSPodcast
The podcast from INFORMS that talks about different topics around Operations Research
- RWTHx: Mathematical Optimization for EngineersCourse
Course about all things mathematical optimization: unconstrained, LP, NLP, MIP, Global optimization, Dynamic optimization, ML for optimization, and optimization under uncertainty.
- Slick Oil GameGame
Deliver 100 barrels to the customer at the lowest cost. Select wells and refineries to choose volume flowing on pipe-lines.
- Solving algorithms for discrete optimizationCourse
Course about solving discrete optimization problems with different techniques: Constraint Programming, Mixed Integer Programming and Local Search
- Stack Exchange: Operations ResearchCommunity
Stack Exchange about Operations Research topics
- Subject toPodcast
"Subject to" offers a series of informal conversations with relevant figures in the fields of Operations Research, Combinatorial Optimization and Logistics, and they are hosted by Anand Subramanian, an Associate Professor at Universidade Federal da Paraíba (UFPB), Brazil
- Subreddit: Operations ResearchCommunity
Subreddit about Operations Research
- Subreddit: OptimizationCommunity
Subreddit about Optimization
- The Cutting PlaneGame
Learn about cutting planes in an adictive way.
- The Decision Intelligence LabPodcast
The Decision Intelligence Lab explores practical challenges of applying data science, analytics, and AI to drive real-world business outcomes. Hosted by Prof. Michael Watson (Nortwestern University) and Prof. Vijay Mehrotra (University of San Francisco) - both seasoned entrepreneurs, consultants, and researchers - this podcast delivers real-world insights for data professionals, business leaders, & anyone seeking to leverage data for smarter decision making. Each episode features leaders sharing how smarter decisions are reshaping business and technology.
- The Knapsack GameGame
A game to play the Knapsack to learn how to solve it.
- TSP ChallengeGame
Another game with map visualizations for the TSP.
- TSP GameGame
Solve the TSP in a visual way from the Productions and Operations Management (Universitat Wein).
- X (Twitter): Operations Research listCommunity
X (Twitter) list with accounts related to Operations Research