Awesome AMPL

A curated list of awesome resources, learning materials, tools, frameworks, platforms, technologies and source code projects in the field of Optimization using AMPL.

Contents

• Learning
  • Books
  • Papers
  • Courses
  • Talks and Conferences
    • Videos
  • Articles
  • Tutorials
  • Community Discussions
  • Repositories
• Tools and Frameworks
  • Editors
• Blogs

Learning

• AMPL
• AMPL Frequently Asked Questions
• AMPL on Wikipedia

Books

• Fourer, Gay, Kernighan, AMPL: A Modeling Language for Mathematical Programming
• Schoen, Optimization Models
• Daniel Morillo, Gustavo Gatica Aprende Modelando: Programación Lineal Entera-Mixta: Guía de aprendizaje, desde el problema a la solución con AMPL
• MO-BOOK: Hands-On Mathematical Optimization with AMPL in Python
• Optimization Bookstore

Papers

• AMPL.COM REPORTS & PAPERS
• Test and Comparison of Robust Airline Scheduling Models in AMPL
• Modeling Mixed-Integer Constrained Optimal Control Problems ...(PDF)
• AMPL Modeling Language

Courses

• The Lightning AMPL Tutorial: A Guide for Nonlinear Optimization Users
• Introduction to AMPL A Tutorial (PDF)
• AMPL: A Mathematical Programming Language (PDF)
• Computer Solution With Solver and AMPL
• Short Course on Computational Integer Programming
• Health Care Operations Management Problems: AMPL

Talks and Conferences

• AMPL.COM - Upcoming Events
• AMPL.COM - News & Events Archive
• Expressing "Logical" Constraints and Conveying Them to Solvers (PDF)

Videos

• AMPL Options for Students.
• Installing AMPL on Windows.
• Installing AMPL on MacOS.
• AMPL APIs Introduction.
• Developing and Deploying Optimization Applications with AMPL and GUROBI.
• Introducing Quandec.
• Introduccion a Ampl (Descargar).
• Tutorial AMPL: Archivo .mod.
• Resolviendo modelos con ampl 1.
• Videotutorial AMPL - Programación lineal.
• Operations Research - SUNY Binghamton University (77 videos).
• Transportation Problem - LP Formulation.
• Sensitivity analysis: Introduction to the dual/shadow price.
• Linear Programming - Shadow Price, Slack/Surplus calculations.
• Linear Programming 4: Slack/Surplus, Binding Constraints, Standard Form.
• Operations Research 09E: Traveling Salesman Problem - Integer Programming.
• Operations Research 01: Operations Research Course Overview.
• New Interface Developments in AMPL.
• AMPL high 01 (Japanese).
• AMPL Programación Lineal - Modelo Algebraico (Español).
• AMPL Problema 2 de programacion lineal Nivel basico - Modelo Algebraico (Español).
• Tutorial AMPL (Español).
• Ejercicio programación lineal en AMPL (Español).
• Ejemplo programación lineal en AMPL (Español).
• Introducción a Ampl (Familiarizacion con el entorno) (Español).
• AMPL problema simple (Español).

Articles

• AMPL - Artelys.

Tutorials

• Tools for Modeling Optimization Problems A Short Course ... (PDF).
• Constraint Programming in AMPL (Presentation click bottom-right).
• Tutorial AMPL - Part I (PDF).
• Dealing with MPS formats in Ampl, Cplex and Matlab environment (PDF).
• Mathematical programming formulations using AMPL (PDF).
• Developing and Deploying Optimization Applications with AMPL (GUROBI) (PDF).
• Computational Integer Programming Lecture 5: Algebraic ... (PDF).
• AMPL - avcr.cz (PDF).
• AMPL Modeling Language1 (PDF).
• Solving Portfolio Optimization Problems using AMPL (PDF).
• AMPL, TSP, and MINTO-AMPL - Rutgers University (PDF).
• Optimizing using AMPL & NEOS Server.
• An Introductory Tutorial for AMPL - Tec (PDF).
• AMPL "Hands-On" Session - Rice University (PDF).
• Dr. Ampl - Northwestern University (PDF).
• Introduction to AMPL (PDF).
• Mathematical Programming: Modelling and Software (PDF).
• Introduction to AMPL A Tutorial∗ (PDF).
• Using AMPL for Teaching the TSP.
• AMPL Handout (PDF).
• AMPL: A Modeling Language for Mathematical Programming (PDF).

Community Discussions

• AMPL Discuss Forum.
• AMPL Modeling Language - GoogleGroups.
• AMPL | Mailing List Archive.
• Operations Research Beta.
• Optimization Online.
• Github search AMPL.
• Mathematical Optimization Society.

Repositories

• AMPL Colaboratory.
• Amplpower.
• European Space Agency: Space-AMPL.

Tools and Frameworks

• Amplbot
• AmplNLReader.jl: A Julia interface to AMPL
• Logic and Constraint Programming Extensions.
• AMPL Table Handlers for Relational Database and Spreadsheet Software .
• Extended Function Library.
• AMPL API.
• AMPL API for MATLAB.
• SAMPL - Wikipedia.
• MIPLIB 2017 – The Mixed Integer Programming Library.
• Math Programming AMPL.
• Run AMPL on the Cluster.
• AMPL Python API.
• AMPL R API.
• DET2STO is a tool that transforms a stochastic version of a model ....
• MOSAICmodeling ....
• TACO - A Toolkit for AMPL Control Optimization (PDF).
• SolverStudio & AMPL.

Editors

• Run AMPL files in VS Code.
• Syntax highlighting for AMPL .mod .dat .run files in Atom.
• AMPL Notepad++ UDL Syntax.
• Add AMPL to SCITE editor and add GLPK solver.
• This repository provides Emacs and Vim syntax highlighting for the AMPL modeling language..

Blogs

• My AMPL page (hakank).