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Authors: Hanno Hildmann and Miquel Martin

Affiliation: NEC Laboratories Europe, Germany

ISBN: 978-989-758-075-8

Keyword(s): Resource Allocation, Scheduling, Emergence, Optimization, Stochastic Optimization, Routing, Logistics.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; e-Business ; Enterprise Information Systems ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Logistics ; Methodologies and Technologies ; Operational Research ; Optimization ; OR in Transportation ; Pattern Recognition ; Resource Allocation ; Routing ; Scheduling ; Software Engineering ; Stochastic Optimization ; Symbolic Systems

Abstract: We present our observations regarding the emergent behaviour in a population of agents following a recently presented nature inspired resource allocation / scheduling method. By having agents distribute tasks among themselves based on their local view of the problem, we successfully balance the work across agents, while remaining flexible to adapt to dynamic scenarios where tasks are added, removed or modified. We explain the approach and within it the mechanisms that give rise to the emergent behaviour; we discuss the model used for the simulations, outline the algorithm and provide results illustrating the performance of the method.

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Paper citation in several formats:
Hildmann, H. and Martin, M. (2015). Resource Allocation and Scheduling based on Emergent behaviours in Multi-Agent Scenarios.In Proceedings of the International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES, ISBN 978-989-758-075-8, pages 140-147. DOI: 10.5220/0005219501400147

@conference{icores15,
author={Hanno Hildmann. and Miquel Martin.},
title={Resource Allocation and Scheduling based on Emergent behaviours in Multi-Agent Scenarios},
booktitle={Proceedings of the International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES,},
year={2015},
pages={140-147},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005219501400147},
isbn={978-989-758-075-8},
}

TY - CONF

JO - Proceedings of the International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES,
TI - Resource Allocation and Scheduling based on Emergent behaviours in Multi-Agent Scenarios
SN - 978-989-758-075-8
AU - Hildmann, H.
AU - Martin, M.
PY - 2015
SP - 140
EP - 147
DO - 10.5220/0005219501400147

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