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Puzzles
Solve puzzles like Sudoku, magic squares, and algebra word puzzles
Portfolio optimization
Allocate resources across a portfolio of choices, to maximize return and minimize risk
Logistics
Determine the optimal quantity and timing of orders, including shipping and storage
Packing problems
Assign items to containers, minimizing the number of containers or maximizing value
Team selection
Allocate team members in the best combination, given their skills and preferences
Networks
Find the shortest, fastest, or cheapest path through a network
Optimal selection
Make an optimal choice given preferences and available resources
Product mix
Find the best mix of products or ingredients
Production planning
Select machines or production processes to maximize efficiency or minimize cost
Sports
Improve your fantasy sports team's performance by building an optimal line-up
Stock mix
Decide the best stock mix, given customer demand, to maximize profit
Facility location
Locate facilities to minimize costs while meeting customer needs
Cutting stock
Find the best way to cut stock material, given your requirements
Capital investment
Choose the best capital investment options, given your budget and requirements
Scheduling
Schedule your resources to minimize time or maximize benefit
Create groups
Assign people to groups to equalize distribution, maximize satisfaction, or minimize conflicts
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Biggest rectangle in a circle
Data-driven mathematical optimization in Python
Diet in Pyomo
Dr. Katie
Job shop scheduling from Pyomo cookbook
Kevin Gue
Non-convex MINLP with Couenne
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
Schedule staff with enumerated shifts, Pyomo
Specific and general Pyomo binary knapsack models
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Latest blog articles
Refactor Python models into modules
Price breaks in a linear programming model
Schedule staff with enumerated shifts, Pyomo
Schedule staff with enumerated shifts, OpenSolver
Production mix - Conclusions
Production mix - Model 11, SciPy
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
Latest resources
Data-driven mathematical optimization in Python
Post Office problem in OR-tools CP-SAT solver
Nature inspired methods for optimization
Mathematical Programming with Julia
Julia programming for Operations Research
Convex optimization
EdX: Convex optimization
EdX: Mathematical optimization for engineers
Coursera: Optimization for decision making
Coursera: Discrete optimization
Coursera: Discrete optimization (series)
Coursera: Operations Research (series)
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