Research on Collaborative Allocation of the Multi-Agent Based on Equivalent Time

被引:0
|
作者
Li, Xuesi [1 ]
Shi, Haobin [1 ]
Chen, Xuanwen [2 ]
Li, Wenyan [3 ]
Wang, Shixiong [4 ]
机构
[1] Northwestern Polytech Univ, Sch Comp Sci, Xian, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, Sch Software & Microelect, Xian, Shaanxi Provinc, Peoples R China
[3] Northwestern Polytech Univ, Sch Automat, Xian, Shaanxi Provinc, Peoples R China
[4] Northwestern Polytech Univ, Sch Elect & Informat, Xian, Shaanxi Provinc, Peoples R China
来源
PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ORANGE TECHNOLOGIES (ICOT) | 2015年
关键词
multi-agent; micro queue; collaborative allocation; equivalent time; role assignment; ASSIGNMENT;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
According to the problems of complex allocation model, large calculation amount, poor real time capability of current robots co-allocation, this paper puts forward a collaborative allocation method of the multi-agent micro queue system based on equivalent time. Firstly, this method makes use of the improved single camera field depth algorithm for an accurate self-localization of the robot. Then, this method puts forward the concept of equivalent time based on the robot's self status and the obstacle-avoidance status. Finally, this method looks for the optimal role assignment of robots with the total equivalent execution time being regarded as the optimization objective. The experiment results show that, the method successfully achieves robot's role assignment with higher execution efficiency on the premise of strong real-time performance.
引用
收藏
页码:109 / 112
页数:4
相关论文
共 50 条
  • [21] Collaborative M-Learning Based on Multi-Agent System
    Hu, Lin
    Xu, Honghua
    2013 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI), 2013, : 59 - 62
  • [22] Review on the theory problems of multi-agent based on collaborative commerce
    Gu Tiejen
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II, 2007, : 1920 - 1924
  • [23] Improved Genetic Algorithm for Multi-agent Task Allocation with Time Windows
    Li, Juan
    Fang, Ningji
    PROCEEDINGS OF 2022 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2022), 2022, : 6 - 11
  • [24] Researches on resource allocation of virtual enterprise based on multi-agent
    Ni, Wang
    Tianrui, Zhang
    Dongdong, Cai
    Kai, Li
    Key Engineering Materials, 2014, 621 : 719 - 724
  • [25] Collaborative management mechanism of supply chain based on multi-agent
    Yang Changhui
    Yang Jianfeng
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A AND B: BUILDING CORE COMPETENCIES THROUGH IE&EM, 2007, : 826 - 829
  • [26] Collaborative multi-agent reinforcement learning based on experience propagation
    Min Fang
    Frans C.A. Groen
    Journal of Systems Engineering and Electronics, 2013, 24 (04) : 683 - 689
  • [28] Research on key technologies of 3D collaborative design system based on multi-agent system
    Qu Li-gang
    Wang Wei
    Gong Ya-dong
    Wang Wan-shan
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 1133 - +
  • [29] Research on Intelligent Manufacturing System Based on Multi-Agent
    Guo, Qinglin
    Zhang, Ming
    INTELLIGENT ROBOTICS AND APPLICATIONS, PT II, PROCEEDINGS, 2008, 5315 : 829 - +
  • [30] Research on IETM Interaction Based-On Multi-agent
    Xu, ZongChang
    Li, Bo
    Huang, ShuFeng
    Zhao, Yun
    SYSTEM SIMULATION AND SCIENTIFIC COMPUTING, PT II, 2012, 327 : 296 - +