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Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications = ICHSA 2020, Istanbul /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications/ edited by Sinan Melih Nigdeli, Joong Hoon Kim, Gebrail Bekdaş, Anupam Yadav.
其他題名:	ICHSA 2020, Istanbul /
其他作者:	Yadav, Anupam.
面頁冊數:	XII, 438 p. 180 illus., 119 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Machine Learning. -
電子資源:	https://doi.org/10.1007/978-981-15-8603-3
ISBN:	9789811586033

Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications = ICHSA 2020, Istanbul /
Proceedings of 6th International Conference on Harmony Search, Soft Computing and ApplicationsICHSA 2020, Istanbul /[electronic resource] :edited by Sinan Melih Nigdeli, Joong Hoon Kim, Gebrail Bekdaş, Anupam Yadav. - 1st ed. 2021. - XII, 438 p. 180 illus., 119 illus. in color.online resource. - Advances in Intelligent Systems and Computing,12752194-5365 ;. - Advances in Intelligent Systems and Computing,335.

Performance Quantification of Search Operators in Hybrid Harmony Search Algorithms -- Harmony Search Algorithms for Optimizing Extreme Learning Machines -- Freestyle Rap Harmony Search (FRHS) for Engineering Problem Optimization -- Improvement of Voltage Profile and Loss Reduction based on Optimal Placement and Sizing of Renewable Distributed Generations using 4-Rule Harmony Search Algorithm -- Control of a jacket platform under wave load using ATMD and optimization by HSA -- Hybrid Harmony Search Algorithm for Optimum Design of Vibration Absorber System for Adjacent Buildings -- The Effect of Initial Values on Metaheuristic-based Optimum Design of Tuned Mass Dampers -- The Comparison of Classical and Artificial Neural Network-based Formulations for Tuned Mass Damper Optimization. .

This book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Sixth International Conference on Harmony Search, Soft Computing and Applications held at Istanbul University, Turkey, in July 2020. Harmony Search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

ISBN: 9789811586033

Standard No.: 10.1007/978-981-15-8603-3doiSubjects--Topical Terms:

1137723
Machine Learning.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications = ICHSA 2020, Istanbul /
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