Heuristic optimization methods for the tuning of input parameters of simulation models

Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

6 Citations (Scopus)

Abstract

This paper proposes an approach combining Evolutionary Computation and Simulation: An extended problem representation as well as solution manipulation concepts for Evolution Strategies are proposed with the aim to fulfill the needs of input parameter optimization of simulation models; moreover, this approach is not restricted to real-valued parameters. The usage of a parallel infrastructure is also proposed and planned to be realized based on the HeuristicLab framework for heuristic optimization.

Original languageEnglish
Title of host publicationInternational Mediterranean Modeling Multiconference, I3M 2007
PublisherDIPTEM University of Genova
Pages278-283
ISBN (Print)8890073268, 9788890073267
Publication statusPublished - 2007
Event4th International Mediterranean Modeling Multiconference, I3M 2007 - Bergeggi, Italy
Duration: 4 Oct 20076 Oct 2007

Publication series

NameInternational Mediterranean Modeling Multiconference, I3M 2007

Conference

Conference4th International Mediterranean Modeling Multiconference, I3M 2007
CountryItaly
CityBergeggi
Period04.10.200706.10.2007

Fingerprint Dive into the research topics of 'Heuristic optimization methods for the tuning of input parameters of simulation models'. Together they form a unique fingerprint.

Cite this