Towards agent-based evolutionary planning in transportation systems

被引:0
|
作者
Kozlak, Jaroslaw [1 ]
Kisiel-Dorohinicki, Marek [1 ]
Nawarecki, Edward [1 ]
机构
[1] AGH Univ Sci & Technol, Inst Comp Sci, Krakow, Poland
来源
ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS, PROCEEDINGS | 2007年 / 4585卷
关键词
transport planning and scheduling; Pickup and Delivery Problem with Time Windows; evolutionary algorithms; multi-agent systems;
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
In this paper problems of planning in transportation systems based on Pickup and Delivery Problem with Time Windows (PDPTW) are discussed. The results of two variants of evolutionary algorithms illustrate the pros and cons of using different approaches, and their cooperation in hybrid island model indicates how they can help each other in achieving better solutions. This leads to the general idea of an agent-based cooperative system, in which many different techniques may be used simultaneously, exchanging the obtained solutions. Experimental study of such a system that uses evolutionary algorithms and tabu search concludes the work.
引用
收藏
页码:687 / +
页数:2
相关论文
共 50 条
  • [21] An agent-based evolutionary strategic negotiation for project dynamic scheduling
    Yee-Ming Chen
    Shih-Chang Wang
    The International Journal of Advanced Manufacturing Technology, 2007, 35 : 333 - 348
  • [22] Agent-based ontology mapping and integration towards interoperability
    Li, Li
    Yang, Yun
    EXPERT SYSTEMS, 2008, 25 (03) : 197 - 220
  • [23] TOWARDS THE DEVELOPMENT OF AGENT-BASED ORGANIZATIONS THROUGH MDD
    Agueero, Jorge
    Carrascosa, Carlos
    Rebollo, Miguel
    Julian, Vicente
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2013, 22 (02)
  • [24] Agent-Based Explanations in AI: Towards an Abstract Framework
    Ciatto, Giovanni
    Schumacher, Michael, I
    Omicini, Andrea
    Calvaresi, Davide
    EXPLAINABLE, TRANSPARENT AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS (EXTRAAMAS 2020), 2020, 12175 : 3 - 20
  • [25] PLAZZMID: An evolutionary agent-based architecture inspired by bacteria and bees
    Stepney, Susan
    Clarke, Tim
    Young, Peter
    ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS, 2007, 4648 : 1151 - +
  • [26] Towards an Agent-Based Simulation Model for Schema Matching
    Assoudi, Hicham
    Lounis, Hakim
    2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS (SASO), 2014, : 197 - 198
  • [27] An agent-based approach to holonic manufacturing systems
    Fischer, K
    INTELLIGENT SYSTEMS FOR MANUFACTURING: MULTI-AGENT SYSTEMS AND VIRTUAL ORGANIZATION, 1998, : 3 - 12
  • [28] Agent-based design of holonic manufacturing systems
    Fischer, K
    ROBOTICS AND AUTONOMOUS SYSTEMS, 1999, 27 (1-2) : 3 - 13
  • [29] Model checking communicative agent-based systems
    Bentahar, Jamal
    Meyer, John-Jules
    Wan, Wei
    KNOWLEDGE-BASED SYSTEMS, 2009, 22 (03) : 142 - 159
  • [30] Model Checking Communicative Agent-Based Systems
    Bentahar, Jamal
    Meyer, John-Jules
    NEW TRENDS IN SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2007, 161 : 239 - 265