Intelligent Scheduling Algorithm and Application in Modernizing Manufacturing Services

摘要

Abstract-An intelligent scheduling algorithm based on multiagentsand genetic algorithm is proposed to overcome flexiblejob-shop automation and optimization problems inmanufacturing industry. The algorithm is made of amanagement-agent, a scheduling-agent and machine-agents.Static scheduling is realized by a customized genetic algorithm,while dynamic scheduling is realized by these coordinativeagents. Several scenarios are used to illustrate that the proposedsystem is practical, efficient and advanced.