Gamma-Opt
gamma-opt
Group of Applied Mathematical Modeling and Optimisation
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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.
Representing machine learning models using mathematical programming
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.
Lecture notes for Linear and Nonlinear optimisation.
Transmission capacity expansion model implemented as linear optimization model in Julia using JuMP.
Material for a decomposition short course I teach sometimes
Repositories
40ShelfSpaceAllocation.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.
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.
Linear optimisation course notes
Representing machine learning models using mathematical programming
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The repository contains all the files related to the implementation of ICNN case studies.
Transmission capacity expansion model implemented as linear optimization model in Julia using JuMP.
No description provided.
Lecture notes for Linear and Nonlinear optimisation.
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Developments and comparisons between DecisionProgramming and RJTs
Parse and execute ipynb files in Sphinx
Modeling Energy Systems using SpineOpt
jupyter-book based course template
instructions for our jupyter-book based course template
Offer strategy optimisation model for energy and reserve markets implemented as a mixed-integer program in Julia using JuMP.
No description provided.
The package includes an implementation designed for wind farm generation and the calculation of its energy efficiency.
Material for a decomposition short course I teach sometimes
Python interface for DecisionProgramming.jl
The package contains the implementation of the icnn networks and the code for converting them into lps
No description provided.
This repository contains the implementation of the conversion of Neural Networks and Decision Trees to the Mathematical Optimisation Problems
A Julia package for plotting JuMP models
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
Short course on opt under uncertainty @ UFSCar 2023
The transmission system expansion project application to study illustrative three-nodes energy system
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