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Facility location
Locate facilities to minimize costs while meeting customer needs
Optimal selection
Make an optimal choice given preferences and available resources
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
Product mix
Find the best mix of products or ingredients
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
Stock mix
Decide the best stock mix, given customer demand, to maximize profit
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
Create groups
Assign people to groups to equalize distribution, maximize satisfaction, or minimize conflicts
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
Scheduling
Schedule your resources to minimize time or maximize benefit
Production planning
Select machines or production processes to maximize efficiency or minimize cost
Capital investment
Choose the best capital investment options, given your budget and requirements
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Cement blending in SciPy
Diet in SciPy
Egg-holder global optimization using SciPy
Production mix - Conclusions
Production mix - Model 11, SciPy
Python optimization Rosetta Stone
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Latest blog articles
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
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
Latest resources
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)
MIT OpenCourseWare
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