A new hybrid matheuristic optimization algorithm for solving design and network engineering problems

被引：6
|
作者：
Chagwiza, G. [1 ]
Jones, B. C. [1 ]
Hove-Musekwa, S. D. [1 ]
Mtisi, S. [2 ]
机构：
[1] Natl Univ Sci & Technol, Dept Appl Math, Bulawayo, Zimbabwe
[2] Overseas Dev Inst, London, England
来源：
INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT | 2018年 / 13卷 / 01期
关键词：
Hybrid algorithm; Grotschel-Holland algorithm; Max-Min Ant System; design and network engineering; optimization;
D O I：
10.1080/17509653.2016.1269136
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
A hybrid matheuristic algorithm is formulated by combining Grotschel-Holland and Max-Min Ant System algorithms to solve design and network engineering problems. In the majority of our examples, the hybrid algorithm seems promising. The matheuristic has the ability to increase exploration and it maximizes exploitation of various solutions and the certainty of exact methods to find a solution. Further, a recommended study direction is to improve the algorithm to solve higher-order polynomial type problems efficiently.
引用
收藏
页码：11 / 19
页数：9
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