The Modeling and Simulation of Task Assignment Behavior in Industrial Organizations

被引:0
|
作者
Kong Haipeng [1 ]
Wang Yuguang [1 ]
Zhou Pingyu [1 ]
Li Ni [2 ]
Gong Guanghong [2 ]
Yan Pei [2 ]
机构
[1] CRRC Qingdao Sifang CO LTD, R&D Ctr, Qingdao 266111, Peoples R China
[2] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing, Peoples R China
来源
2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD) | 2017年
关键词
Task Assignment; Organization Decision-Making; Cooperation Model; Evolutionary Algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The development process of a complex project involves many tasks, organizations and persons. Therefore, how to assign tasks reasonably to the corresponding organizations or persons will substantially affect the project development results. Based on the summary of the main factors that influence the decision-making behaviors, this paper analyzes the characteristics of tasks and persons. Firstly, the importance of tasks is defined and prioritized. Secondly, this paper identified the cooperative inertia factors. Then the person cooperation model is established. Furthermore, the task assignment algorithm based on the organizational evolution model is proposed. Finally, the simulation results demonstrate the rationality of the proposed task assignment model. It can be employed to perform the quantitative analysis of tasks assignment and help managers make decisions.
引用
收藏
页码:228 / 233
页数:6
相关论文
共 50 条
  • [21] Truthful Mechanism for Crowdsourcing Task Assignment
    Yonglong Zhang
    Haiyan Qin
    Bin Li
    Jin Wang
    Sungyoung Lee
    Zhiqiu Huang
    TsinghuaScienceandTechnology, 2018, 23 (06) : 645 - 659
  • [22] On Reliable Task Assignment for Spatial Crowdsourcing
    Zhang, Xinglin
    Yang, Zheng
    Liu, Yunhao
    Tang, Shaohua
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2019, 7 (01) : 174 - 186
  • [23] Truthful Mechanism for Crowdsourcing Task Assignment
    Qin, Haiyan
    Zhang, Yonglong
    Li, Bin
    2017 IEEE 10TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), 2017, : 520 - 527
  • [24] Metanetwork Analysis for Project Task Assignment
    Li, Yongkui
    Lu, Yujie
    Li, Dongyu
    Ma, Liang
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2015, 141 (12)
  • [25] THE TASK GRAPH ASSIGNMENT FOR KASKADA PLATFORM
    Krawczyk, Henryk
    Proficz, Jerzy
    ICSOFT 2010: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL 1, 2010, : 192 - 197
  • [26] OPTIMAL TASK ASSIGNMENT IN HYPERCUBE NETWORKS
    CHO, SY
    LEE, CH
    KIM, MH
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1992, E75A (04) : 504 - 511
  • [27] Resource-Aware Coverage and Task Assignment in Visual Sensor Networks
    Dieber, Bernhard
    Micheloni, Christian
    Rinner, Bernhard
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 21 (10) : 1424 - 1437
  • [28] Partial task assignment of task graphs under heterogeneous resource constraints
    Szymanek, R
    Kuchcinski, K
    40TH DESIGN AUTOMATION CONFERENCE, PROCEEDINGS 2003, 2003, : 244 - 249
  • [29] Task assignment for social-oriented crowdsourcing
    Gang Wu
    Zhiyong Chen
    Jia Liu
    Donghong Han
    Baiyou Qiao
    Frontiers of Computer Science, 2021, 15
  • [30] Task Assignment for Deploying Unmanned Aircraft as Decoys
    M. V. Dileep
    Beomyeol Yu
    Seungkeun Kim
    Hyondong Oh
    International Journal of Control, Automation and Systems, 2020, 18 : 3204 - 3217