计算机应用
計算機應用
계산궤응용
COMPUTER APPLICATION
2010年
2期
458-460
,共3页
多旅行商问题%虚拟城市%自组织优化算法%局部适值
多旅行商問題%虛擬城市%自組織優化算法%跼部適值
다여행상문제%허의성시%자조직우화산법%국부괄치
Multiple Traveling Salesman Problem (MTSP)%virtual city%Self-Organizing Algorithm (SOA)%local fitness
多旅行商问题作为旅行商问题的一个扩展,是一个经典的组合优化问题,具有更高的复杂性,也具有更广泛的实际意义.针对每个旅行商允许经过的城市数有上限的多旅行商问题,通过引入虚拟城市把多旅行商问题转化为单旅行商问题,并且应用自组织优化算法进行了求解.虚拟城市局部适值的定义很好地处理了此类问题的能力约束,针对多旅行商问题的实例进行的仿真表明自组织优化算法可以很好地求解此类问题.
多旅行商問題作為旅行商問題的一箇擴展,是一箇經典的組閤優化問題,具有更高的複雜性,也具有更廣汎的實際意義.針對每箇旅行商允許經過的城市數有上限的多旅行商問題,通過引入虛擬城市把多旅行商問題轉化為單旅行商問題,併且應用自組織優化算法進行瞭求解.虛擬城市跼部適值的定義很好地處理瞭此類問題的能力約束,針對多旅行商問題的實例進行的倣真錶明自組織優化算法可以很好地求解此類問題.
다여행상문제작위여행상문제적일개확전,시일개경전적조합우화문제,구유경고적복잡성,야구유경엄범적실제의의.침대매개여행상윤허경과적성시수유상한적다여행상문제,통과인입허의성시파다여행상문제전화위단여행상문제,병차응용자조직우화산법진행료구해.허의성시국부괄치적정의흔호지처리료차류문제적능력약속,침대다여행상문제적실례진행적방진표명자조직우화산법가이흔호지구해차류문제.
The Multiple Traveling Salesman Problem (MTSP) is an extension of the traveling salesman problem (TSP). MTSP is a classical combinatorial optimization problem with more complexity and applicability. The MTSP with the up-limit of the cities to be visited for each salesman was studied and the self-organizing algorithm (SOA) was introduced to solve the problem. The MTSP was transformed into a TSP by introducing virtual cities and the local fitness of virtual city was defined to deal with the relevant constraints. The computational results with a number of benchmark problems show that SOA can be effectively applied in solving the proposed MTSP with superior performance.