Media Summary: Solving linear programs in Julia (English) This talk was given as part of JuliaCon2021. Abstract: We present PDLP, a practical first-order method for In this presentation, we give an overview of the recent progress regarding the continuous nonlinear nonconvex optimization ...

Solving Linear Programs In Julia - Detailed Analysis & Overview

Solving linear programs in Julia (English) This talk was given as part of JuliaCon2021. Abstract: We present PDLP, a practical first-order method for In this presentation, we give an overview of the recent progress regarding the continuous nonlinear nonconvex optimization ... Madeliene Udell, Miles Lubin, Iain Dunning, Joey Huchette. Visit to download We present a JuMP extension that allows users to declare uncertain parameters in an optimization problem, in addition to ... A number of optimization libraries are already available for

Writing a large optimization model is a time-consuming and error-prone task. If and when a modeling error is suspected, the ... In contrast with most convex optimization Efficient Constrained Optimization using ConicSolve. This talk will describe how the JuMP and HiGHS teams have worked together to deliver the best open-source

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Solving linear programs in Julia (English)
Demo 1.1 - Julia Language and Spreadsheet Solver for Linear Optimization
Linear Programming in Julia using JuMP
Linear programming by first-order methods | Miles Lubin | JuliaCon2021
Optimization Solvers in JuliaSmoothOptimizers | Tangi Migot | JuliaCon 2023
Solving optimization problems with JuliaOpt | Workshop | JuliaCon 2015
LinearDecisionRules.jl
Numerical Optimization in Julia | Miles Lubin, Iain Dunning | Julia Tutorial MIT 2013
JuMP-dev 2018 | Systematically building MIP formulations using JuMP and Julia | Joey Huchette
Debugging JuMP Optimization Models Using Graph Theory | Robert Parker | JuliaCon 2023
JuMP-dev 2018 | A semidefinite programming solver written in Julia | Joaquim Dias Garcia
Efficient Constrained Optimization using ConicSolve.jl | Leong | JuliaCon Global 2025
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