Music-Inspired Harmony Search Algorithm: Theory and Applications: 191 (Studies in Computational Intelligence) - Tapa blanda

Libro 37 de 538: Studies in Computational Intelligence
 
9783642101243: Music-Inspired Harmony Search Algorithm: Theory and Applications: 191 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 3642101240 ISBN 13: 9783642101243
Editorial: Springer, 2010

Sinopsis

Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing.

This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing.

This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3642101240
ISBN 13 
9783642101243
Encuadernación
Tapa blanda
Número de páginas
216
Editor
Geem Zong Woo
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9783642001840: Music-Inspired Harmony Search Algorithm: Theory and Applications: 191 (Studies in Computational Intelligence)

Edición Destacada

ISBN 10:  364200184X ISBN 13:  9783642001840
Editorial: Springer, 2009
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