THE METHODOLOGY OF PARALLEL MEMETIC ALGORITHMS DESIGNING

Wojciech Bożejko; Mieczyslaw Wodecki

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Paper

THE METHODOLOGY OF PARALLEL MEMETIC ALGORITHMS DESIGNING

Topics: Distributed Problem Solving; Evolutionary Computing; Planning and Scheduling

In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 643-648, 2011 , Rome, Italy

Authors: Wojciech Bożejko ¹ and Mieczyslaw Wodecki ²

Affiliations: ¹ Wroclaw University of Technology, Poland ; ² University of Wroclaw, Poland

Keyword(s): Metaheuristics, Parallel computing, Evolutionary algorithm, Memetic algorithm.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Computational Intelligence ; Distributed Problem Solving ; Evolutionary Computing ; Formal Methods ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Planning and Scheduling ; Simulation and Modeling ; Soft Computing ; Symbolic Systems

Abstract: The paper presents the methodology of parallel algorithm designing based on the memetic approach (Lamarck and Baldwin evolution theory) making use of specific properties of the problem and distributed island model. This approach is presented on the example of the single machine scheduling problem with earliness/tardiness penalties.

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Paper citation in several formats:

Bożejko, W. and Wodecki, M. (2011). THE METHODOLOGY OF PARALLEL MEMETIC ALGORITHMS DESIGNING. In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-40-9; ISSN 2184-433X, SciTePress, pages 643-648. DOI: 10.5220/0003186006430648

@conference{icaart11,
author={Wojciech Bożejko. and Mieczyslaw Wodecki.},
title={THE METHODOLOGY OF PARALLEL MEMETIC ALGORITHMS DESIGNING},
booktitle={Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2011},
pages={643-648},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003186006430648},
isbn={978-989-8425-40-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - THE METHODOLOGY OF PARALLEL MEMETIC ALGORITHMS DESIGNING
SN - 978-989-8425-40-9
IS - 2184-433X
AU - Bożejko, W.
AU - Wodecki, M.
PY - 2011
SP - 643
EP - 648
DO - 10.5220/0003186006430648
PB - SciTePress