登录

论文 视频 会议

订阅 投稿

  • 首页
  • 学术期刊
  • 学术焦点
  • 学术视频
  • 工程成就
  • 工程前沿
  • 联系我们
期刊首页 优先出版 当期阅读 过刊浏览 作者中心 关于期刊 English

2015年 第10卷 第4期

大纲

摘要

关键词

《机械工程前沿(英文)》 >> 2015年 第10卷 第4期 doi: 10.1007/s11465-015-0353-y

Optimization of multi-objective integrated process planning and scheduling problem using a priority based optimization algorithm

展示更多

State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

录用日期 : 2015-10-10 发布日期 :2015-12-03

摘要

For increasing the overall performance of modern manufacturing systems, effective integration of process planning and scheduling functions has been an important area of consideration among researchers. Owing to the complexity of handling process planning and scheduling simultaneously, most of the research work has been limited to solving the integrated process planning and scheduling (IPPS) problem for a single objective function. As there are many conflicting objectives when dealing with process planning and scheduling, real world problems cannot be fully captured considering only a single objective for optimization. Therefore considering multi-objective IPPS (MOIPPS) problem is inevitable. Unfortunately, only a handful of research papers are available on solving MOIPPS problem. In this paper, an optimization algorithm for solving MOIPPS problem is presented. The proposed algorithm uses a set of dispatching rules coupled with priority assignment to optimize the IPPS problem for various objectives like makespan, total machine load, total tardiness, etc. A fixed sized external archive coupled with a crowding distance mechanism is used to store and maintain the non-dominated solutions. To compare the results with other algorithms, a C-matric based method has been used. Instances from four recent papers have been solved to demonstrate the effectiveness of the proposed algorithm. The experimental results show that the proposed method is an efficient approach for solving the MOIPPS problem.

关键词

integrated process planning and scheduling (IPPS) ; dispatching rules ; priority based optimization algorithm ; multi-objective optimization

正文

关注我们

网站版权所有 © 2015 《中国工程科学》杂志社有限责任公司

京公网安备 11010502051620号 京ICP备11030251号-2
Follow us
网站版权所有 © 2015 《中国工程科学》杂志社有限责任公司
京公网安备 11010502051620号 京ICP备11030251号-2