Foraging-Inspired Optimisation Algorithms
tarafından
 
Brabazon, Anthony. author.

Başlık
Foraging-Inspired Optimisation Algorithms

Yazar
Brabazon, Anthony. author.

ISBN
9783319591568

Yazar
Brabazon, Anthony. author.

Edisyon
1st ed. 2018.

Fiziksel Niteleme
XVIII, 478 p. online resource.

Seri
Natural Computing Series,

İçindekiler
Introduction -- Formal Models of Foraging -- Sensor Modalities -- Individual and Social Learning -- Introduction to Foraging Algorithms -- Mammals -- Bird Foraging Algorithms -- Fish Algorithms -- Ant Foraging Algorithms -- Honeybee Inspired Algorithms -- Bioluminescence Algorithms -- Spider Algorithms -- Worm Algorithm -- Bacteria Inspired Algorithms -- Slime Mould Foraging -- Plant Foraging Algorithms -- Group Search and Predatory Search -- Evolving Foraging Algorithms -- Conclusions.

Özet
This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments. No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.

Konu Başlığı
Information theory.
 
Engineering.
 
Artificial intelligence.
 
Operations research.
 
Theory of Computation. http://scigraph.springernature.com/things/product-market-codes/I16005
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Operations Research, Management Science. http://scigraph.springernature.com/things/product-market-codes/M26024
 
Operations Research/Decision Theory. http://scigraph.springernature.com/things/product-market-codes/521000

Yazar Ek Girişi
McGarraghy, Seán.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-319-59156-8


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book221995-1001QA75.5 -76.95Springer E-Book Collection