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Book Cover
Author Bartz-Beielstein, Thomas.

Title Experimental research in evolutionary computation [electronic resource] : the new experimentalism / Thomas Bartz-Beielstein.

Published Berlin ; New York : Springer, c2006.


Location Call No. Status
Physical description 1 online resource (xiv, 214 p.) : ill.
Series Natural computing series, 1619-7127
Natural computing series. 1619-7127
Notes Originally presented as the author's thesis (doctoral) under the title: New experimentalism applied to evolutionary computation.
Bibliography Includes bibliographical references (p. [185]-202) and index.
Contents Research in Evolutionary Computation; The New Experimentalism; Statistics for Computer Experiments; Optimization Problems; Designs for Computer Experiments; Search Algorithms; Comparison; Understanding Performance; Summary and Outlook.
Summary Introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. This book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples.
Notes Description based on print version record.
Subject Evolutionary programming (Computer science) -- Research.
Evolutionary computation -- Research.
Research -- Methodology.
COMPUTERS -- Programming -- Open Source.
COMPUTERS -- Software Development & Engineering -- Tools.
COMPUTERS -- Software Development & Engineering -- General.
Computação evolutiva (pesquisa;metodologia)
Computação bioinspirada.
Electronic books.
ISBN 9783540320272
3540320261 (cloth)
9783540320265 (cloth)