Evolutionary selection in simulation-based optimization

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

In this work we examine the effect of elitist and non-elitist selection on a supply chain problem. The problem is characterized by an output constraint which in turn separates the search space in a feasible and a non-feasible region. Additionally the simulation output is noisy due to a stochastic demand model. We will show analyze which strategy is able to perform a walk on the boundary between the feasible and infeasible space. Additionally a new selection scheme is introduced based on a statistical test to evaluate the difference between two solutions given a number of noisy quality values. This selection scheme is described and evaluated on the problem situation.

OriginalspracheEnglisch
TitelComputer Aided Systems Theory, EUROCAST 2009 - 12th International Conference, Revised Selected Papers
Seiten761-768
Seitenumfang8
Band5717
Auflage5717
DOIs
PublikationsstatusVeröffentlicht - 2009
Veranstaltung12th International Conference on Computer Aided Systems Theory, EUROCAST 2009 - Las Palmas de Gran Canaria, Spanien
Dauer: 15 Feb 200920 Feb 2009

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band5717 LNCS
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Konferenz

Konferenz12th International Conference on Computer Aided Systems Theory, EUROCAST 2009
Land/GebietSpanien
OrtLas Palmas de Gran Canaria
Zeitraum15.02.200920.02.2009

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