New Tabu Search Algorithm for Multi-vehicle and Multi-cargo Loading Problem

被引:0
作者
Ren, Chunyu [1 ]
机构
[1] Heilongjiang Univ, Sch Informat Sci & Technol, Harbin, Peoples R China
来源
ADVANCED RESEARCH ON MATERIAL SCIENCE, ENVIROMENT SCIENCE AND COMPUTER SCIENCE III | 2014年 / 886卷
关键词
Multi-category Goods; Multi-vehicle loading problem; improved insertion method; dual layered random operation; auto adaptive tabu length; BIN PACKING PROBLEM;
D O I
10.4028/www.scientific.net/AMR.886.589
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper studies multi-vehicle and multi-cargo loading problem under the limited loading capacity. The new tabu search algorithm is used to get the solution. It applies newly improved insertion method to construct initial solution, to improve the feasibility of the solution; centers cubage-weight balance to design dual layered random operation to construct its neighborhood, to boost the efficiency and quality of the searching. Applies auto adaptive tabu length to control the searching capability dynamically; at last, it uses simulated experiments to prove the effectiveness and feasibility of this algorithm, and provides clues for massively solving practical problems.
引用
收藏
页码:589 / 592
页数:4
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