Application of Harmony Search to Vehicle Routing | Science Publications

American Journal of Applied Sciences

Zong W. Geem¹  Yongjin Park¹  Kang S. Lee¹ 

关键词: Harmony search;    genetic algorithm;    vehicle routing;   

DOI  :  10.3844/ajassp.2005.1552.1557

学科分类：自然科学（综合）

来源: Science Publications

【 摘 要 】

A phenomenon-inspired meta-heuristic algorithm, harmony search, imitating music improvisation process, is introduced and applied to vehicle routing problem, then compared with one of the popular evolutionary algorithms, genetic algorithm. The harmony search algorithm conceptualized a group of musicians together trying to search for better state of harmony. This algorithm was applied to a test traffic network composed of one bus depot, one school and ten bus stops with demand by commuting students. This school bus routing example is a multi-objective problem to minimize both the number of operating buses and the total travel time of all buses while satisfying bus capacity and time window constraints. Harmony search could find good solution within the reasonable amount of time and computation.

【 授权许可】

Unknown