Title :
A study of slotting optimization of AS/RS based on VEGA algorithm
Author :
Qiu, JianDong ; Jiang, ZhaoYuan
Author_Institution :
Mechatron. T&R Inst., Lanzhou Jiaotong Univ., Lanzhou, China
Abstract :
As an important link of the internal logistics process in enterprise production, the efficiency of AS/RS (Automated Storage and Retrieval System) is crucial. Slotting optimization is an effective way to improve it. Comparison studies on many kinds of optimization algorithms have done in this paper and a new algorithm based on VEGA (Virus Evolutionary Genetic Algorithm) has been presented. Analysis and comparison by example its´ computational efficiency has been improved significantly compared to traditional genetic algorithm, so it is better meet the actual needs of the scene.
Keywords :
genetic algorithms; logistics; warehousing; VEGA algorithm; automated storage and retrieval system; enterprise production; internal logistics process; slotting optimization; virus evolutionary genetic algorithm; Algorithm design and analysis; Biological cells; Encoding; Genetic algorithms; Gravity; Optimization; Production; AS/RS; Slotting optimization; VEGA algorithm;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057823
