Research project that evaluates the effect of forecast accuracy on workforce planning in e-commerce warehouse operation using stochastic programming

Algorithms for Capacity Constrained Multi-model Markov Decision Processes

VoteEnsemble: Ensemble methods for machine/deep learning and stochastic programming with guaranteed generalization.

Optimizing Costs for Cloud Computing with Stochastic Programming

reading SMPS files in Python (A Python package for reading SMPS files using GUROBI optimizer objects)

Stochastic Optimization and ARIMA Model Forecast in Julia to Manage Airline Fleet

reading SMPS format files in C++ (Two-stage stochastic programs with fixed recourse)

02435 - Decision-Making under Uncertainty

Solution of a two-stage stochastic model useful for investment planning using pyomo and mpi-sppy.

Implementation of the (dynamic) stochastic dual dynamic integer programming (SDDiP) algorithm.

Automatic optimal sequential investment decisions. Forecasts made using advanced stochastic processes with Monte Carlo simulation. Dependency is handled with vine copulas.

Using IBM ilOG CPLEX to create a timetabling model of Universidade Federal de Sergipe

A variety of modeling optimization problems using the IBM ILOG CPLEX Optimization Studio, with the C++ library

IBM ILOG CPLEX-driven optimisation of a maintenance schedule for a simulated component with stochastic lifetime in a Markov Decision Process.

This repository contains a C# implementation of a CPLEX model for 3D pallet loading optimization to minimize the number of pallets used.` - `A C# project for optimizing 3D pallet loading using IBM …

Code used in 2015 paper "Solving Variants of the Job Shop Scheduling Problem Through Conflict-Directed Search". Code using old version of Mistral solver (https://homepages.laas.fr/ehebrard/mistral.…

Shift scheduling model for night nurses in health care using IBM ILOG CPLEX

Text and supporting code for Modeling and Simulation in Python

This code repo has several problems descriptions, code and models to solve optimization under uncertainty.

This repo has all problem description, code and models for the Agri-Pilot project.

This repository has all simulation code for Capacity Planning of Farm Labor

Jon Barron's Website

Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.