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
相关论文
共 50 条
  • [1] The Model Design of Mobile Resource Scheduling in Large Scale Activities
    Cai-Qiu Zhou
    Yu-Wang Yang
    Bei Gong
    Meng-Kun Li
    Jin Li
    Ren-Qiang Wen
    Mobile Networks and Applications, 2018, 23 : 382 - 394
  • [2] Dynamic scheduling of design activities with resource constraints
    Belhe, U
    Kusiak, A
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1997, 27 (01): : 105 - 111
  • [3] Design and analysis of a dynamic scheduling strategy with resource estimation for large-scale Grid systems
    Viswanathan, S
    Veeravalli, B
    Yu, DT
    Robertazzi, TG
    FIFTH IEEE/ACM INTERNATIONAL WORKSHOP ON GRID COMPUTING, PROCEEDINGS, 2004, : 163 - 170
  • [4] A Review of Resource Scheduling in Large-Scale Server Cluster
    He, Libo
    Qiang, Zhenping
    Zhou, Wei
    Yao, Shaowen
    KNOWLEDGE MANAGEMENT IN ORGANIZATIONS (KMO 2017), 2017, 731 : 494 - 505
  • [5] Bilevel Traffic Evacuation Model and Algorithm Design for Large-Scale Activities
    Bao, Danwen
    Gu, Jiayu
    Jia, Junhua
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017
  • [6] SDN Based Dynamic Resource Scheduling for Large Scale Data Centers
    Singh, Upendra
    Dua, Amit
    Kumar, Neeraj
    13TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED NETWORKS AND TELECOMMUNICATION SYSTEMS (IEEE ANTS), 2019,
  • [7] GODEL: Unified Large-Scale Resource Management and Scheduling at ByteDance
    Xiang, Wu
    Li, Yakun
    Ren, Yuquan
    Jiang, Fan
    Xin, Chaohui
    Gupta, Varun
    Xiang, Chao
    Song, Xinyi
    Liu, Meng
    Li, Bing
    Shao, Kaiyang
    Xu, Chen
    Shao, Wei
    Fu, Yuqi
    Wang, Wilson
    Xu, Cong
    Xu, Wei
    Lin, Caixue
    Shi, Rui
    Liang, Yuming
    PROCEEDINGS OF THE 2023 ACM SYMPOSIUM ON CLOUD COMPUTING, SOCC 2023, 2023, : 308 - 323
  • [8] Scheduling aerial resource operations for the extinction of large-scale wildfires?
    Skorin-Kapov, Nina
    Mesaric, Luka
    Garcia, Fernando Pereniguez
    Skorin-Kapov, Lea
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2024, 122
  • [9] Efficient scheduling of a mobile charger in large-scale sensor networks
    Ding, Xingjian
    Chen, Wenping
    Wang, Yongcai
    Li, Deying
    Hong, Yi
    THEORETICAL COMPUTER SCIENCE, 2020, 840 (840) : 219 - 233
  • [10] Design Of Large Scale Mobile Advertising Recommendation System
    Tao, Ye
    PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015), 2015, : 763 - 767