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Authors: Gunnar Flötteröd 1 and Gregor Lämmel 2

Affiliations: 1 EPFL - Ecole Polytechnique Fédérale de Lausanne, Switzerland ; 2 Berlin Institute of Technology, Germany

Keyword(s): Evacuation, Shelter allocation, Shelter capacity assignment, Iterative learning, Nash equilibrium, System optimum, Multi-agent simulation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Co-Evolution and Collective Behavior ; Computational Intelligence ; Enterprise Information Systems ; Evolutionary Computing ; Evolutionary Multiobjective Optimization ; Game Theory Applications ; Soft Computing

Abstract: We heuristically solve an evacuation problem with limited capacity shelters. An evolutionary learning algorithm is developed for the combined route- and shelter-assignment problem. It is complemented with a heuristic method for the fair minimization of shelter capacities. Different behavioral assumptions “fair” vs. “globally optimal”) are investigated. The proposed approaches are discussed in the context of a real-world tsunami evacuation problem.

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Paper citation in several formats:
Flötteröd, G. and Lämmel, G. (2010). EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS - An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation. In Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC; ISBN 978-989-8425-31-7, SciTePress, pages 249-254. DOI: 10.5220/0003086302490254

@conference{icec10,
author={Gunnar Flötteröd. and Gregor Lämmel.},
title={EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS - An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation},
booktitle={Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC},
year={2010},
pages={249-254},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003086302490254},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC
TI - EVACUATION SIMULATION WITH LIMITED CAPACITY SINKS - An Evolutionary Approach to Solve the Shelter Allocation and Capacity Assignment Problem in a Multi-agent Evacuation Simulation
SN - 978-989-8425-31-7
AU - Flötteröd, G.
AU - Lämmel, G.
PY - 2010
SP - 249
EP - 254
DO - 10.5220/0003086302490254
PB - SciTePress

- Science and Technology Publications, Lda.
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