Genetic Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization - Softcover

Holst, Terry L

 
9781287245414: Genetic Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization
Softcover
ISBN 10: 1287245412 ISBN 13: 9781287245414
Verlag: Bibliogov, 2013

Inhaltsangabe

A genetic algorithm approach suitable for solving multi-objective problems is described and evaluated using a series of aerodynamic shape optimization problems. Several new features including two variations of a binning selection algorithm and a gene-space transformation procedure are included. The genetic algorithm is suitable for finding Pareto optimal solutions in search spaces that are defined by any number of genes and that contain any number of local extrema. A new masking array capability is included allowing any gene or gene subset to be eliminated as decision variables from the design space. This allows determination of the effect of a single gene or gene subset on the Pareto optimal solution. Results indicate that the genetic algorithm optimization approach is flexible in application and reliable. The binning selection algorithms generally provide Pareto front quality enhancements and moderate convergence efficiency improvements for most of the problems solved.

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Verlag
Bibliogov
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
1287245412
ISBN 13 
9781287245414
Einband
Taschenbuch
Anzahl der Seiten
50
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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9781289103804: Genetic Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization

Vorgestellte Ausgabe

ISBN 10:  1289103801 ISBN 13:  9781289103804
Verlag: BiblioGov, 2013
Softcover