Multi-agent platform for solving the dynamic vehicle routing problem

被引:11
|
作者
Barbucha, Dariusz [1 ]
Jedrzejowicz, Piotr [1 ]
机构
[1] Gdynia Maritime Univ, Dept Informat Syst, PL-81225 Gdynia, Poland
关键词
D O I
10.1109/ITSC.2008.4732573
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Dynamic transportation is a broad domain which includes problems from transportation area where information on the problem is revealed to the decision maker concurrently with the determination of the solution. Among the most important problems belonging to this domain are on-line vehicle routing problem, which involve dynamic decision making with respect to vehicle routing in response to the flow of customer demands. The goal of such routing is to provide the required transportation and at the same time minimize service cost subject to various constraints including vehicle and fleet capacities. The paper proposes the multi-agent platform which supports solving the dynamic vehicle routing problem through simulating activities of the transportation company.
引用
下载
收藏
页码:517 / 522
页数:6
相关论文
共 50 条
  • [1] Simulating Activities of the Transportation Company through Multi-Agent System Solving the Dynamic Vehicle Routing Problem
    Barbucha, Dariusz
    AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PROCEEDINGS, 2009, 5559 : 773 - 782
  • [2] A Multi-agent Approach to the Dynamic Vehicle Routing Problem with Time Windows
    Barbucha, Dariusz
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2013, 8083 : 467 - 476
  • [3] Search modes for the cooperative multi-agent system solving the vehicle routing problem
    Barbucha, Dariusz
    NEUROCOMPUTING, 2012, 88 : 13 - 23
  • [4] Towards Multi-Agent Simulation of the Dynamic Vehicle Routing Problem in MATSim
    Maciejewski, Michal
    Nagel, Kai
    PARALLEL PROCESSING AND APPLIED MATHEMATICS, PT II, 2012, 7204 : 551 - 560
  • [5] Multi-agent Approach for Solving the Dynamic Home Health Care Routing Problem
    Ramiro Lopez-Santana, Eduyn
    Alberto Espejo-Diaz, Julian
    Andres Mendez-Giraldo, German
    APPLIED COMPUTER SCIENCES IN ENGINEERING, 2016, 657 : 188 - 200
  • [6] VNS-Based Multi-agent Approach to the Dynamic Vehicle Routing Problem
    Barbucha, Dariusz
    COMPUTATIONAL COLLECTIVE INTELLIGENCE, PT I, 2019, 11683 : 556 - 565
  • [7] A multi-agent deep reinforcement learning approach for solving the multi-depot vehicle routing problem
    Arishi, Ali
    Krishnan, Krishna
    JOURNAL OF MANAGEMENT ANALYTICS, 2023, 10 (03) : 493 - 515
  • [8] A multi-agent system for solving the Dynamic Capacitated Vehicle Routing Problem with stochastic customers using trajectory data mining
    Fonseca-Galindo, Juan Camilo
    de Castro Surita, Gabriela
    Neto, José Maia
    de Castro, Cristiano Leite
    Lemos, André Paim
    Expert Systems with Applications, 2022, 195
  • [9] A multi-agent system for solving the Dynamic Capacitated Vehicle Routing Problem with stochastic customers using trajectory data mining
    Fonseca-Galindo, Juan Camilo
    Surita, Gabriela de Castro
    Maia Neto, Jose
    de Castro, Cristiano Leite
    Lemos, Andre Paim
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 195
  • [10] A multi-agent model for the Vehicle Routing Problem with Time Windows
    Kefi, M
    Ghédira, K
    URBAN TRANSPORT X: URBAN TRANSPORT AND THE ENVIRONMENT IN THE 21ST CENTURY, 2004, 16 : 227 - 234