gamma-opt/book-club

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gamma-opt/book-club

gamma-opt

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We store the materials from past book clubs

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

WOI_UFSCar2023

Short course on opt under uncertainty @ UFSCar 2023

Jupyter Notebook

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

OptimalDecisionTrees.jl

p-BnB