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
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
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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.