gamma-opt/WOI_UFSCar2023

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Created over 1 year ago
Updated over 1 year ago

gamma-opt/WOI_UFSCar2023

gamma-opt

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Short course on opt under uncertainty @ UFSCar 2023

DecisionProgramming.jl

DecisionProgramming.jl is a Julia package for solving multi-stage decision problems under uncertainty, modeled using influence diagrams. Internally, it relies on mathematical optimization. Decision models can be embedded within other optimization models.

optimisation-notes

Lecture notes for Linear and Nonlinear optimisation.

Jupyter Notebook

ShelfSpaceAllocation.jl

ShelfSpaceAllocation.jl is a Julia package for solving the retail shelf space allocation problem. Internally, it relies on mathematical optimization, where the model is a mixed-integer linear program.

EnergySystemModeling.jl

Transmission capacity expansion model implemented as linear optimization model in Julia using JuMP.

Gogeta.jl

Representing machine learning models using mathematical programming

pyDecisionProgramming

Python interface for DecisionProgramming.jl

p-Lagrangian_relaxation.jl

The package contains the implementation of the p-Lagrangian relaxation technique which is a part of the paper "The p-Lagrangian relaxation for nonconvex MIQCQP problems with complicating constraints"

decomposition-short-course

Material for a decomposition short course I teach sometimes

MESSO

Modeling Energy Systems using SpineOpt

TSEP_illustrative_example

The transmission system expansion project application to study illustrative three-nodes energy system

book-club

We store the materials from past book clubs

Jupyter Notebook

OptimalDecisionTrees.jl

p-BnB