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Optimal but not practical - First attempt
Optimal but not practical - Full data set
Optimal but not practical - Linear, partial data set
Optimal but not practical - Virtual machine
Optimization models
Production mix - Conclusions
Production mix - Model 1, Pyomo concrete
Production mix - Model 2, Pyomo separate data
Production mix - Model 3, Pyomo external data
Production mix - Model 4, Pyomo json file
Production mix - Model 5, Pyomo using def
Production mix - Model 6, Pyomo abstract
Pyomo
Python optimization Rosetta Stone
Refactor Python models into modules
Running up the wrong hill
Schedule staff with enumerated shifts, Pyomo
Specific and general Pyomo binary knapsack models
Warehouse space for free: Exogenous enumeration
Warehouse space for free: Linearized model
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Latest blog articles
Can AI code an entire optimization model?
Objectives matter: Sorting using a MIP model
Gerrymandering made easy
Academics, please publish your data and code
Well, that escalated quickly: Pyomo
Well, that escalated quickly: OR-Tools
Well, that escalated quickly: Local search
Well, that escalated quickly: Random search
Latest resources
Book proofs
Feasible
Princeton Consultants' Optimization
Cornell computational optimization open textbook
Richard Oberdieck
Capacity facility location problems in PuLP
Mathematical modeling basics
Convex optimization
Featured
Production mix - Model 11, SciPy
Knapsack with weight and volume constraints in PuLP
Taking a dip in the MIP solution pool
Excel + Python
Production mix - Conclusions
SciPy
EdX: Constraint Programming
Marketing mix using CVXPY