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Sinan Melih Nigdeli - Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications: ICHSA 2020, Istanbul

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Sinan Melih Nigdeli Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications: ICHSA 2020, Istanbul

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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.

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Volume 1275 Advances in Intelligent Systems and Computing Series Editor - photo 1
Volume 1275
Advances in Intelligent Systems and Computing
Series Editor
Janusz Kacprzyk
Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Advisory Editors
Nikhil R. Pal
Indian Statistical Institute, Kolkata, India
Rafael Bello Perez
Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado
University of Salamanca, Salamanca, Spain
Hani Hagras
School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK
Lszl T. Kczy
Department of Automation, Szchenyi Istvn University, Gyor, Hungary
Vladik Kreinovich
Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA
Chin-Teng Lin
Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan
Jie Lu
Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin
Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico
Nadia Nedjah
Department of Electronics Engineering, University of Rio de Janeiro, Rio de Janeiro, Brazil
Ngoc Thanh Nguyen
Faculty of Computer Science and Management, Wrocaw University of Technology, Wrocaw, Poland
Jun Wang
Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

The series "Advances in Intelligent Systems and Computing" contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing such as: computational intelligence, soft computing including neural networks, fuzzy systems, evolutionary computing and the fusion of these paradigms, social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligent network security, trust management, interactive entertainment, Web intelligence and multimedia.

The publications within "Advances in Intelligent Systems and Computing" are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results.

Indexed by SCOPUS, DBLP, EI Compendex, INSPEC, WTI Frankfurt eG, zbMATH, Japanese Science and Technology Agency (JST), SCImago.

More information about this series at http://www.springer.com/series/11156 All books published in the series are submitted for consideration in Web of Science.

Editors
Sinan Melih Nigdeli , Joong Hoon Kim , Gebrail Bekda and Anupam Yadav
Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications
ICHSA 2020, Istanbul
1st ed. 2021
Editors Sinan Melih Nigdeli Istanbul University Cerrahpaa Istanbul Turkey - photo 2
Editors
Sinan Melih Nigdeli
Istanbul University Cerrahpaa, Istanbul, Turkey
Joong Hoon Kim
Korea University, Seoul, Korea (Republic of)
Gebrail Bekda
Istanbul University Cerrahpaa, Istanbul, Turkey
Anupam Yadav
Dr. BR Ambedkar National Institute of Technology, Jalandhar, India
ISSN 2194-5357 e-ISSN 2194-5365
Advances in Intelligent Systems and Computing
ISBN 978-981-15-8602-6 e-ISBN 978-981-15-8603-3
https://doi.org/10.1007/978-981-15-8603-3
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

Preface

International Conference on Harmony Search, Soft Computing and Applications (ICHSA) is a prestigious academic event, where both potential and young researchers meet to discuss their knowledge and study. In 2020, the venue of the sixth edition of the event was Istanbul, Turkey. Unfortunately, the event was organized online due to Covid-19 outbreak because of travel restrictions and health care. The conference was organized with the support of Istanbul UniversityCerrahpaa. The earlier editions of the conference were organized at South Korea, Spain, India and China.

This book is a curated collection of the articles which were presented during the conference. The book focuses on the current and recent developments in the harmony search algorithm and their engineering applications. It demonstrates the new variants of harmony search algorithms for water distribution system operation, neural networks for predicting the drought index, prediction of soil plasticity using ANN, optimum designs of reinforced concrete retaining walls under static and dynamic loads, total protein optimization using metaheuristics, harmony search for extreme learning machines, ML-based pedotransfer function for estimating the soilwater characteristic curve, optimum transportation path assignment within airports in Turkey, defect detection in fruits and vegetables using soft computing techniques, potentials of AI in Military, and hybrid harmony search algorithm for optimum design of vibration absorber system.

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