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

《工程管理前沿(英文)》 >> 2018年 第5卷 第4期 doi: 10.15302/J-FEM-2018044

A discussion of objective function representation methods in global optimization

Department of Industrial Engineering and Systems Engineering, University of Florida, Gainesville, FL 116595, USA

录用日期 : 2018-11-09 发布日期 :2018-11-29

下一篇 上一篇

摘要

Non-convex optimization can be found in several smart manufacturing systems. This paper presents a short review on global optimization (GO) methods. We examine decomposition techniques and classify GO problems on the basis of objective function representation and decomposition techniques. We then explain Kolmogorov’s superposition and its application in GO. Finally, we conclude the paper by exploring the importance of objective function representation in integrated artificial intelligence, optimization, and decision support systems in smart manufacturing and Industry 4.0.

相关研究