Supporting a multicriterion decision making and multi-agent negotiation in manufacturing systems

被引:11
|
作者
Taghezout, Noria [1 ]
Zarate, Pascale [2 ]
机构
[1] Oran Univ, Oran, Algeria
[2] Toulouse Univ, INPT, IRIT, Toulouse, France
来源
关键词
Multi-Agent System (MAS); negotiation; Decision Support System (DSS); Integrated Station of Production (ISP); dynamic scheduling; ELECTRE III;
D O I
10.3233/IDT-2009-0061
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For decision support systems, the software agents' integration provides an automated, cost-effective means for making decisions. The agents in the system autonomously plan and pursue their actions and sub-goals to cooperate, coordinate, and negotiate with others, and to respond flexibly and intelligently to dynamic and unpredictable situations. In real time production management, the DSS memorizes the current state of the workshop. It knows constantly all possible decisions and the possible events involved. We distinguish 3 contexts for the decision-making aid: (1) Decision-making aid in the context of an acceptable sequence; (2) Assistance for the admissibility covering; and (3) negotiation support among different decision-making centers in a dynamic context. The present paper proposes an agent architecture-based DSS in order to solve some uncertainty problems in dynamic production system scheduling. The proposed DSS gives the decision centers the opportunity to make decisions in a dynamical context. Specifically, Integrated Station of Production agents will be equipped with a sufficient behavior to carry out practical operations and simultaneously react to the complex problems caused by the dynamic scheduling in real situations. These agents express their preferences by using ELECTRE III method in order to solve differences. The negotiation mechanism is based on the well-known Contract Net Protocol. The approach is tested through simple scenarios.
引用
收藏
页码:139 / 155
页数:17
相关论文
共 50 条
  • [41] Automated Negotiation Strategies Prediction in Multi-Agent Systems
    Sirbu, Lavinia-Stefania
    Radu, Serban
    [J]. 2017 19TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2017), 2017, : 255 - 262
  • [42] Automated Negotiation with Multi-agent Systems in Business Processes
    Kadar, Manuella
    Muntean, Maria
    Cretan, Adina
    Jardim-Goncalves, Ricardo
    [J]. INTELLIGENT SYSTEMS'2014, VOL 1: MATHEMATICAL FOUNDATIONS, THEORY, ANALYSES, 2015, 322 : 289 - 301
  • [43] Negotiation strategies in multi-agent systems for meeting scheduling
    Pires de Mello, Rodrigo Rodrigues
    Gelaim, Thiago Angelo
    Silveira, Ricardo Azambuja
    [J]. 2018 XLIV LATIN AMERICAN COMPUTER CONFERENCE (CLEI 2018), 2018, : 242 - 250
  • [44] Decision aggregation in multi-agent systems
    Zhang, ZL
    Zhang, CQ
    [J]. ADVANCES IN INTELLIGENT SYSTEMS: THEORY AND APPLICATIONS, 2000, 59 : 185 - 190
  • [45] Making a case for multi-agent systems
    Ygge, F
    Akkermans, H
    [J]. MULTI-AGENT RATIONALITY, 1997, 1237 : 156 - 176
  • [46] Multi-agent manufacturing control in holonic manufacturing systems
    Valckenaers, Paul
    Van Brussel, Hendrik
    Wyns, Jo
    Peeters, Patrick
    Bongaerts, Luc
    [J]. Human Systems Management, 1999, 18 (03): : 233 - 243
  • [47] Evolutionary Inheritance Mechanisms for Multi-criteria Decision Making in Multi-agent Systems
    Moritz, Ruby L. V.
    Middendorf, Martin
    [J]. GECCO'15: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2015, : 65 - 72
  • [48] A modeling tool to design multi-agent systems for decision support in manufacturing workflows
    Montaldo, E
    Sacile, R
    Boccalatte, A
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VI, PROCEEDINGS: INDUSTRIAL SYSTEMS AND ENGINEERING I, 2002, : 125 - 129
  • [49] Research on Negotiation of Manufacturing Enterprise Supply Chain Based on Multi-agent
    Yang, Changhui
    Sun, Jingya
    [J]. JOURNAL OF INTERNET TECHNOLOGY, 2019, 20 (02): : 389 - 398
  • [50] Optimal resource assignment through negotiation in a multi-agent manufacturing system
    Arbib, C
    Rossi, F
    [J]. IIE TRANSACTIONS, 2000, 32 (10) : 963 - 974