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Scheduling
Schedule your resources to minimize time or maximize benefit
Facility location
Locate facilities to minimize costs while meeting customer needs
Capital investment
Choose the best capital investment options, given your budget and requirements
Create groups
Assign people to groups to equalize distribution, maximize satisfaction, or minimize conflicts
Stock mix
Decide the best stock mix, given customer demand, to maximize profit
Networks
Find the shortest, fastest, or cheapest path through a network
Sports
Improve your fantasy sports team's performance by building an optimal line-up
Team selection
Allocate team members in the best combination, given their skills and preferences
Logistics
Determine the optimal quantity and timing of orders, including shipping and storage
Portfolio optimization
Allocate resources across a portfolio of choices, to maximize return and minimize risk
Optimal selection
Make an optimal choice given preferences and available resources
Packing problems
Assign items to containers, minimizing the number of containers or maximizing value
Cutting stock
Find the best way to cut stock material, given your requirements
Puzzles
Solve puzzles like Sudoku, magic squares, and algebra word puzzles
Product mix
Find the best mix of products or ingredients
Production planning
Select machines or production processes to maximize efficiency or minimize cost
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Biggest rectangle in a circle
Diet in Pyomo
Dr. Katie
Job shop scheduling from Pyomo cookbook
Kevin Gue
Non-convex MINLP with Couenne
Optimization models
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
Specific and general Pyomo binary knapsack models
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Latest blog articles
Production mix - Model 10, CVXPY
Production mix - Model 9, Gekko
Production mix - Model 8, OR-Tools
Production mix - Model 7, PuLP
Production mix - Model 6, Pyomo abstract
Production mix - Model 5, Pyomo using def
Production mix - Model 4, Pyomo json file
Production mix - Model 3, Pyomo external data
Production mix - Model 2, Pyomo separate data
Production mix - Model 1, Pyomo concrete
Python optimization Rosetta Stone
Set up a Python modelling environment
Latest resources
Mathematical Programming with Julia
Optimization models
Convex optimization
Julia programming for Operations Research
Nurse rostering in OR-tools CP-SAT solver
Job shop scheduling from Pyomo cookbook
Algorithms for optimization
Multi-constrained, multi-knapsack problem in OR-Tools
Activimetrics
Portfolio optimization in CVXPY
Cement blending in SciPy
Crude oil blending in PuLP
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