tommy / optimization
Books, papers, websites, blogs etc related to mathematical optimization, operations research, etc.
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Added 9 months ago
A model for the school time selection problem, which relies on a school bus routing algorithm. https://doi.org/10.1073/pnas.1811462116
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Distributed Optimization and Statistical Learning
(stanford.edu)
Added 9 months ago
The alternating direction method of multipliers solves distributed convex optimization, in particular large-scale problems. https://dl.acm.org/doi/10.1561/2200000016
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Optimization Modelling: A Practical Approach
(amazon.com)
Added 10 months ago
Strong intermediate modeling book by Ruhul Amin Sarker and Charles S. Newton.
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The Basics of Practical Optimization
(amazon.com)
Added 10 months ago
Great beginner book by Adam B. Levy. Can be read by someone with a decent high-school maths background.
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Added 10 months ago
Modern satisfiability problem (SAT) solvers are neat, fast and almost criminally underused by the industry.
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OR in an OB World | Professor Paul A. Rubin
(orinanobworld.blogspot.com)
Added 10 months ago
Ramblings about operations research, mathematical optimization and (mostly open-source) software.
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Optima-Issues
(mathopt.org)
Added 10 months ago
Optima is the newsletter of the Mathematical Optimization Society. It contains news, articles on optimization and book reviews.
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Videos: Lectures on Convex Optimization
(youtube.com)
Added 10 months ago
Stanford Electrical Engineering Course on Convex Optimization.
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CVXPY | A Python package for convex optimization
(cvxpy.org)
Added 10 months ago
An open source Python-embedded modeling language for convex optimization problems. Express your problem in a natural way that follows the math.
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Added 10 months ago
A paper that introduces and explains SOCP. It then examines general families of problems that can be recast as SOCPs.
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Created: May 5, 2025 Updated: May 13, 2025
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