Buch, Englisch, Band 5, 360 Seiten, Format (B × H): 162 mm x 243 mm, Gewicht: 662 g
Buch, Englisch, Band 5, 360 Seiten, Format (B × H): 162 mm x 243 mm, Gewicht: 662 g
Reihe: International Series on Computational Intelligence
ISBN: 978-0-8493-9801-8
Verlag: CRC Press
Genetic algorithms (GAs) are computer-based search techniques patterned after the genetic mechanisms of biological organisms that have adapted and flourished in changing, highly competitive environments for millions of years. GAs have been successfully applied to problems in a variety of studies, and their popularity continues to increase because of their effectiveness, applicability, and ease of use.Industrial Applications of Genetic Algorithms shows how GAs have made the leap form their origins in the laboratory to the practicing engineer's toolbox. Each chapter in the book describes a project completed by a graduate student at the University of Alabama.
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Genetic Algorithms' Place in the Engineer's ToolboxImage-Calibration Transformation Matrix Solution Using a Genetic AlgorithmGenetic Algorithms for H2 Controller SynthesisSoftware Test Data Generation from a Genetic AlgorithmOptimization of a Porous Liner for Transpiration Cooling Using a Genetic AlgorithmGenetic Algorithms Approach to Constrained Service ProvisioningUsing a Genetic Algorithm to Determine the Optimum Two-Impulse Transfer between Co-Planar, Elliptical OrbitsOptimized Non-Coplanar Orbital Transfers Using Genetic AlgorithmsData Mining Using Genetic AlgorithmsSpace Shuttle Main Engine Condition Monitoring via Genetic Algorithm and Radial Basis Function Neural NetworkTuning Bama Optimized Recurrent Neural Networks Using Genetic AlgorithmsGauss-Legendre Integration Using Genetic AlgorithmsUsing Genetic Operators to Distinguish Chaotic Behavior from Noise in a Time SeriesDevelopment of Mobile Robot Wall-Following Algorithms Using Genetic ProgrammingHydrocyclone Model Using Genetic ProgrammingWhat Can I Do with a Learning Classifier System?Genetic Algorithms for Game PlayingSimulation of an Artificial Eco-System Using Genetic Algorithms
