Genetic Programming based Constructive Algorithm with Penalty Function for Hardware/Software Cosynthesis of Embedded Systems

Adam Górski, Maciej Ogorzałek

2021

Abstract

In this work we present a constructive genetic programming method with penalty function for hw/sw cosynthesis of embedded systems. The genotype is a tree which contains in its nodes system construction options. Unlike existing solutions in this approach individuals which violate time constrains are investigated during evolution process. Therefore the algorithm is even more able to escape local minima of optimizing parameters.

Paper Citation

in Harvard Style

Górski A. and Ogorzałek M. (2021). Genetic Programming based Constructive Algorithm with Penalty Function for Hardware/Software Cosynthesis of Embedded Systems. In Proceedings of the 16th International Conference on Software Technologies - Volume 1: ICSOFT, ISBN 978-989-758-523-4, pages 583-588. DOI: 10.5220/0010605005830588

in Bibtex Style

@conference{icsoft21,
author={Adam Górski and Maciej Ogorzałek},
title={Genetic Programming based Constructive Algorithm with Penalty Function for Hardware/Software Cosynthesis of Embedded Systems},
booktitle={Proceedings of the 16th International Conference on Software Technologies - Volume 1: ICSOFT,},
year={2021},
pages={583-588},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010605005830588},
isbn={978-989-758-523-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Software Technologies - Volume 1: ICSOFT,
TI - Genetic Programming based Constructive Algorithm with Penalty Function for Hardware/Software Cosynthesis of Embedded Systems
SN - 978-989-758-523-4
AU - Górski A.
AU - Ogorzałek M.
PY - 2021
SP - 583
EP - 588
DO - 10.5220/0010605005830588