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[42850] Artykuł:

Multi-agent Hybrid Approach to Decision Support in Job Groups Handling

Czasopismo: Highlights Of Practical Applications Of Agents, Multi-agent Systems, And Sustainability: The Paams Collection, Paams 2015   Tom: 524, Strony: 80-89
ISSN:  1865-0929
ISBN:  978-3-319-19033-4
Wydawca:  SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
Opublikowano: 2015
Seria wydawnicza:  Communications in Computer and Information Science
 
  Autorzy / Redaktorzy / Twórcy
Imię i nazwisko Wydział Katedra Procent
udziału		 Liczba
punktów
Jarosław Wikarek orcid logoWEAiIKatedra Systemów Informatycznych *5015.00  
Izabela Ewa Nielsen50.00  

Grupa MNiSW:  Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science)
Punkty MNiSW: 15
Klasyfikacja Web of Science: Proceedings Paper

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Keywords:

Decision support systems  Mathematical programming  Constraint logic programming  Optimization  Group work 


Abstract:

This study deals with scheduling groups of jobs, their arrival and delivery, and individual processing of each of them. All jobs in a group should be delivered at the same time after processing. One of the objectives is to minimize the average delivery time of the group containing that job (waiting period). The new way of modeling and solving the decision problem - a multi-agent hybrid approach is presented. This approach includes the design and implementation of two agent types: MP-agents (Mathematical Programming) and CLP-agents (Constraint Logic Programming). The iterative algorithm for solving the model under dynamic emergence of new orders is also included. This structure enables managers to ask all kinds of questions. In addition, the paper proposes new functionalities based on the CLP environment and numerical experiments for illustrative examples.


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