Music-inspired harmony search algorithm : theory and applications
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 co...
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| Главный автор: | |
|---|---|
| Другие авторы: | |
| Формат: | Livre numérique |
| Язык: | Anglais |
| Опубликовано: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Редактирование: | 1st ed. 2009. |
| Серии: | Studies in Computational Intelligence
191 |
| Online-ссылка: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Примечание: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Music-Inspired Harmony Search Algorithm, Texte imprimé, 9783642001840 |
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| 082 | |a 519 | ||
| 100 | 1 | |a Kacprzyk, Janusz, |d 1947- | |
| 245 | 1 | 0 | |a Music-inspired harmony search algorithm : |b theory and applications |c edited by Janusz Kacprzyk, Zong Woo Geem. |
| 250 | |a 1st ed. 2009. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 191 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Harmony Search as a Metaheuristic Algorithm Overview of Applications and Developments in the Harmony Search Algorithm Harmony Search Methods for Multi-modal and Constrained Optimization Solving NP-Complete Problems by Harmony Search Harmony Search Applications in Mechanical, Chemical and Electrical Engineering Optimum Design of Steel Skeleton Structures Harmony Search Algorithms for Water and Environmental Systems Identification of Groundwater Parameter Structure Using Harmony Search Algorithm Modified Harmony Methods for Slope Stability Problems Harmony Search Algorithm for Transport Energy Demand Modeling Sound Classification in Hearing Aids by the Harmony Search Algorithm Harmony Search in Therapeutic Medical Physics | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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 | ||
| 700 | 1 | |a Geem, Zong Woo, |d 19..- |4 pbd | |
| 776 | 0 | |t Music-Inspired Harmony Search Algorithm |b Texte imprimé |z 9783642001840 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-00185-7 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-8KX5LV18-R |z Accès sur la plateforme Istex | |
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