loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Mikołaj Raciborski 1 ; Krzysztof Trojanowski 2 and Piotr Kaczyński 1

Affiliations: 1 Cardinal Stefan Wyszyński University, Poland ; 2 Polish Academy of Sciences, Poland

Keyword(s): Adaptive differential evolution, Dynamic optimization, Symmetric a-stable distribution.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolution Strategies ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: This paper studies properties of a differential evolution approach (DE) for dynamic optimization problems. An adaptive version of DE, namely the jDE algorithm has been applied to two well known benchmarks: Generalized Dynamic Benchmark Generator (GDBG) and Moving Peaks Benchmark (MPB) reimplemented in a new benchmark suite Syringa. The main novelty of the presented research concerns application of new type of solution, that is, solution mutated with an operator originated from another metaheuristics. The operator uses a symmetric a-stable distribution variate for modification of the solution coordinates.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.21.21.209

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Raciborski, M.; Trojanowski, K. and Kaczyński, P. (2011). HYBRID RULES OF PERTURBATION IN DIFFERENTIAL EVOLUTION FOR DYNAMIC OPTIMIZATION. In Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA; ISBN 978-989-8425-83-6, SciTePress, pages 32-41. DOI: 10.5220/0003671800320041

@conference{ecta11,
author={Mikołaj Raciborski. and Krzysztof Trojanowski. and Piotr Kaczyński.},
title={HYBRID RULES OF PERTURBATION IN DIFFERENTIAL EVOLUTION FOR DYNAMIC OPTIMIZATION},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA},
year={2011},
pages={32-41},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003671800320041},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA
TI - HYBRID RULES OF PERTURBATION IN DIFFERENTIAL EVOLUTION FOR DYNAMIC OPTIMIZATION
SN - 978-989-8425-83-6
AU - Raciborski, M.
AU - Trojanowski, K.
AU - Kaczyński, P.
PY - 2011
SP - 32
EP - 41
DO - 10.5220/0003671800320041
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic