Published on 01 January 2025

Multi-objective Production Scheduling and Demand Forecasting Dataset

View Dataset
Niki;M.Ahari;Shirouyehzad

Description

This repository contains the research data and codes supporting the study "Multi-objective production scheduling model integrating machine learning-based demand forecasting with consideration of substitute production in the textile industry."The uploaded files include:- Gams for develop model.txt: GAMS code for the developed optimization model.- Gams for base model.txt: GAMS code for the baseline scheduling model.- Forecast_data.rar: Dataset used for machine learning-based demand forecasting.- Nsga2.rar: Implementation files for the NSGA-II optimization algorithm.- Beo.rar: Implementation files for the BEO optimization algorithm.These resources provide the necessary data and codes to reproduce the results and extend the proposed methodology in textile production scheduling.

Citations (0)

Mentions (0)

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo