The Model Design of Mobile Resource Scheduling in Large Scale Activities

被引:0
|
作者
Zhou, Cai-Qiu [1 ]
Yang, Yu-Wang [1 ]
Gong, Bei [2 ]
Li, Meng-Kun [3 ]
Li, Jin [4 ]
Wen, Ren-Qiang [5 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Comp Sci & Engn, Nanjing 210094, Jiangsu, Peoples R China
[2] Beijing Univ Technol, Beijing 100124, Peoples R China
[3] Capital Normal Univ, Sch Management, Beijing 100048, Peoples R China
[4] Fudan Univ, Sch & Management, Shanghai 200433, Peoples R China
[5] Natl Marine Hazard Mitigat Serv, Beijing 100194, Peoples R China
来源
MOBILE NETWORKS & APPLICATIONS | 2018年 / 23卷 / 03期
基金
中国国家自然科学基金;
关键词
Large scale exhibition; Dijkstra algorithm; Multi-ant colony optimization algorithm; Mobile resource scheduling; ANT COLONY OPTIMIZATION; VEHICLE-ROUTING PROBLEMS; ALGORITHMS;
D O I
10.1007/s11036-018-1023-1
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Large scale exhibition is a complex crowd system, providing quality service for many tourists is an important issue that managers must pay attention to. Intelligent information management system should adopt scientific and reasonable resource scheduling sche-me to improve the efficiency of the crowd management. Through the domestic and foreign literature research, this paper points out the deficiencies in the previous research, and analyzes the process of crowd service in large-scale exhibition activities. In order to carry out the management of tourist service resources in the large scale exhibition, the concept model of mobile resource scheduling is put forward, and the detailed introduction of each dimension is presented. Multi-resource scheduling model based on Dijkstra and multi-ant colony optimization algorithms are established respectively. The advantages and disadvantages of the two algorithms are compared through the numerical examples. Dijkstra algorithm is superior to multi-ant colony optimization algorithm in the cost control, but in the running time of the algorithm, multi-ant colony optimization algorithm is better than Dijkstra algorithm. The research has practical significance for the development of scientific and effective population service operation plan and service management plan for large scale exhibition activities.
引用
收藏
页码:382 / 394
页数:13
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