tommy / optimization
Books, papers, websites, blogs etc related to mathematical optimization, operations research, etc.
Items
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Convex Optimization: Algorithms and Complexity
(arxiv.org)
Added 2 months ago
A highly-cited book by Sébastien Bubeck.
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SCIP - Solving Constraint Integer Programs
(scipopt.org)
Added 2 months ago
One of the fastest non-commercial solvers for mixed integer programming (MIP) and mixed integer nonlinear programming (MINLP).
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Convex Optimization – Boyd and Vandenberghe
(web.stanford.edu)
Added 2 months ago
Free PDF, lecture slides, etc for the well-known book on convex optimization. Buy a paperback and have a look at https://www.cvxpy.org/ too!
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Stephen P. Boyd | Department of Electrical Engineering, Stanford University
(web.stanford.edu)
Added 2 months ago
Personal website of one of the authors of the book "Convex Optimization". Many books and papers as PDFs.
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MOSEK Modeling Cookbook
(docs.mosek.com)
Added 2 months ago
Many interesting modeling tips and tricks related to linear, conic, semidefinite, mixed integer and quadratic optimization.
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Yet Another Math Programming Consultant
(yetanothermathprogrammingconsultant.blogspot.com)
Added 2 months ago
The blog of Erwin, a consultant on mathematical optimization. Technical posts on mixed integer programming, networks, etc. This blog is better than most books.
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Created: May 5, 2025 Updated: May 13, 2025
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