• Produktbild: Natural Computing Algorithms
  • Produktbild: Natural Computing Algorithms

Natural Computing Algorithms

Aus der Reihe Natural Computing Series

59,99 €

inkl. gesetzl. MwSt., Versandkostenfrei


Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

19.10.2015

Abbildungen

XX, 554 p.

Verlag

Springer Berlin

Seitenzahl

554

Maße (L/B/H)

24,1/16/3,7 cm

Gewicht

1021 g

Auflage

1st ed. 2015

Sprache

Englisch

ISBN

978-3-662-43630-1

Beschreibung

Rezension

“The book is very well organized. … the book is not only suitable for beginners in natural computing, it can also serve as a valuable reference for experts. … the book can be thought of not only as a collection of algorithms illustrating many methods and tools used in natural computing, but also as a textbook covering many aspects of the area which can be used in an introductory course on natural computing.” (Miguel A. Gutiérrez-Naranjo, Mathematical Reviews, June, 2016)

“One interesting advantage of the volume is that it was prepared by and for scholars that are not necessarily in computer science. The book is definitely a good reference and a well-written and well-explained introduction to natural computing … .” (Hector Zenil, Computing Reviews, April, 2016)

“I very much enjoyed reading this book and found it to be very comprehensive, well-structured, and well-written. It provides good coverage of natural computing approaches as well as a thorough description of each algorithm with its variants. … suitable as a textbook for a graduate student course as well as a self-study guide for research students, since there are a good number of examples provided throughout. Furthermore, the algorithm descriptions, figures and tables facilitate the learning of the different concepts.” (Simone A. Ludwig, Genetic Programming and Evolvable Machines, March, 2016)

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

19.10.2015

Abbildungen

XX, 554 p.

Verlag

Springer Berlin

Seitenzahl

554

Maße (L/B/H)

24,1/16/3,7 cm

Gewicht

1021 g

Auflage

1st ed. 2015

Sprache

Englisch

ISBN

978-3-662-43630-1

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Natural Computing Algorithms
  • Produktbild: Natural Computing Algorithms
  • Introduction.- Introduction to Evolutionary Computing.- Genetic Algorithms.- Extending the Genetic Algorithm.- Evolution Strategies and Evolutionary Programming.- Differential Evolution.- Genetic Programming.- Particle Swarm Algorithms.- Ant Algorithms.- Honeybee Algorithms.- Other Social Algorithms.- Bacterial Foraging Algorithms.- Neural Networks for Supervised Learning.- Neural Networks for Unsupervised Learning.- Neuroevolution.- Artificial Immune Systems.- An Introduction to Developmental and Grammatical Computing.- Grammar-Based and Developmental Genetic Programming.- Grammatical Evolution.- TAG3P and Developmental TAG3P.- Genetic Regulatory Networks.- An Introduction to Physics-Inspired Computing.- Physics-Inspired Computing Algorithms.- Quantum-Inspired Evolutionary Algorithms.- Plant-Inspired Algorithms.- Chemistry-Inspired Algorithms.- Conclusions.- References.- Index.