An Introduction to Metaheuristics for Optimization
tarafından
 
Chopard, Bastien. author.

Başlık
An Introduction to Metaheuristics for Optimization

Yazar
Chopard, Bastien. author.

ISBN
9783319930732

Yazar
Chopard, Bastien. author.

Edisyon
1st ed. 2018.

Fiziksel Niteleme
XII, 226 p. 44 illus. in color. online resource.

Seri
Natural Computing Series,

İçindekiler
Problems, Algorithms, Computational Complexity -- Search Space -- Tabu Search -- Simulated Annealing -- Ant Colony Optimization (ACO) -- Non-PSO Optimization -- Firefly Algorithm, Cuckoo Algorithm, Lévy Flights -- Evolutionary Algorithms: Foundations -- Evolutionary Algorithms: Advanced -- Phase Transition in Optimization Problems -- Performance and Limitations of Metaheuristics -- Statistical Analysis of Research Spaces.

Özet
The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.

Konu Başlığı
Artificial intelligence.
 
Mathematical optimization.
 
Engineering.
 
Operations research.
 
Information theory.
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Optimization. http://scigraph.springernature.com/things/product-market-codes/M26008
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Operations Research/Decision Theory. http://scigraph.springernature.com/things/product-market-codes/521000
 
Theory of Computation. http://scigraph.springernature.com/things/product-market-codes/I16005

Yazar Ek Girişi
Tomassini, Marco.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-319-93073-2


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book221833-1001Q334 -342Springer E-Book Collection