GP-based Methodology for HW/SW Co-synthesis of Multiprocessor Embedded Systems with Increasing Number of Individuals Obtained by Mutation

Adam Górski; Maciej Ogorzalek

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Paper

GP-based Methodology for HW/SW Co-synthesis of Multiprocessor Embedded Systems with Increasing Number of Individuals Obtained by Mutation

Topics: Real-Time Systems

In Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems PECCS - Volume 1, 275-280, 2015 , ESEO, Angers, Loire Valley, France

Authors: Adam Górski and Maciej Ogorzalek

Affiliation: Jagiellonian University in Cracow, Poland

Keyword(s): Embedded Systems, Genetic Programming, Genetic Algorithm, Architecture, Hardware/Software Co-Design, Multiprocessor System.

Related Ontology Subjects/Areas/Topics: Embedded Communications Systems ; Real-Time Systems ; Telecommunications

Abstract: In this work, a genetic programming methodology for co-synthesis of multiprocessor systems is presented. Genotype is a tree which nodes include system construction procedures. Thus the design methodology is evolving. Next generations are obtained using genetic operators: mutation, reproduction and crossover. Unlike other algorithms in presented methodology number of individuals obtained by mutation operator is not const. Therefore number of individuals in each population is increasing. The size of final generation is found by the algorithm.

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Paper citation in several formats:

Górski, A. and Ogorzalek, M. (2015). GP-based Methodology for HW/SW Co-synthesis of Multiprocessor Embedded Systems with Increasing Number of Individuals Obtained by Mutation. In Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - PECCS; ISBN 978-989-758-084-0; ISSN 2184-2817, SciTePress, pages 275-280. DOI: 10.5220/0005238702750280

@conference{peccs15,
author={Adam Górski. and Maciej Ogorzalek.},
title={GP-based Methodology for HW/SW Co-synthesis of Multiprocessor Embedded Systems with Increasing Number of Individuals Obtained by Mutation},
booktitle={Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - PECCS},
year={2015},
pages={275-280},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005238702750280},
isbn={978-989-758-084-0},
issn={2184-2817},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - PECCS
TI - GP-based Methodology for HW/SW Co-synthesis of Multiprocessor Embedded Systems with Increasing Number of Individuals Obtained by Mutation
SN - 978-989-758-084-0
IS - 2184-2817
AU - Górski, A.
AU - Ogorzalek, M.
PY - 2015
SP - 275
EP - 280
DO - 10.5220/0005238702750280
PB - SciTePress