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jump-dev / JuMPTutorials.jl

Tutorials on using JuMP for mathematical optimization in Julia
MIT License
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Notebooks to Implement #1

Closed barpit20 closed 2 years ago

barpit20 commented 5 years ago
  1. Introduction
    • [x] An Introduction to Julia
    • [x] Getting started with JuMP
    • [x] Variables, Constraints and Objective
    • [x] Solutions
    • [x] Solvers
  2. Using JuMP
    • [x] Reading from Data files
    • [x] Problem Modification
    • [x] Nonlinear Modeling
  3. Optimization Concepts
    • [x] Integer Programming
    • [x] Conic Programming
    • [x] Benders Decomposition
  4. Modeling Examples (Currently a list of topics to pick examples from)
    • [x] Sudoku
    • [x] Power Systems
    • [x] Network Flows
    • [x] Statistics
    • [ ] Approximation and Fitting
    • [x] Geometric Problems
    • [ ] Control theory
    • [x] Graph Theory
    • [ ] Economics/Econometrics
    • [x] Finance
    • [x] Rocket Control
    • [ ] Travelling Salesman Problem

Note that this is a tentative list and some notebooks can be combined or split into two parts. Topics such as non-linear modelling, callbacks and column generation are ongoing dev efforts. Things are subject to change there and notebooks for them will only be created after they are finalized.

Wikunia commented 4 years ago

Regarding TSP I wrote: https://opensourc.es/blog/mip-tsp a while back. It's without callbacks just a loop of solving + disallowing cycles. If this is of interest I can add a clean version of this here.

matbesancon commented 4 years ago

@Wikunia yes we might take it as a basis, I think it would be a good use case to introduce callbacks, pinging @mtanneau

barpit20 commented 4 years ago

@Wikunia It would be great if you could add your tutorial here. I think it would be good to have both versions, with and without callbacks.

jimorlin commented 3 years ago

It would be really helpful to add a tutorial on plotting or graphing within Julia. It could be at the level of your tutorial on "reading data."

AlessandroGaeta1 commented 3 years ago

Hi! I wrote a Spacecraft Trajectory Optimizer with Avoidance Constraints program (in JuMP) using Mixed-Integer Linear programming, with at the end a simple plot of the solution. Is there someone to contact to see if a tutorial about this topic might be useful?

blegat commented 3 years ago

Here is the right place, the contribution is welcome!

odow commented 2 years ago

Closing because I'm going to archive this repository.