Soft Computing: Theories and Applications: Proceedings of Socta 2023, Volume 1

本書專注於軟計算及其在各個領域中解決現實世界問題的應用，範圍從醫學和醫療保健到供應鏈管理、影像處理和密碼分析。本書匯集了2023年12月21日至23日在印度喜馬偕爾邦Una的印度資訊技術學院（IIIT）舉辦的國際軟計算理論與應用研討會（SoCTA 2023）上發表的高質量論文。本書為教師和研究人員提供了有價值的軟計算見解，並激發了這一動態領域的進一步研究。

Dr. Rajesh Kumar received the Bachelor of Technology in Engineering degree with honors in Electrical Engineering from the Department of Electrical Engineering, National Institute of Technology, Kurukshetra, India, in 1994; Master of Engineering with honors in Power Engineering from the Department of Electrical Engineering, Malaviya National Institute of Technology, Jaipur, India, in 1997; and Ph.D. degree in Intelligent Systems from Department of Electrical Engineering, Malaviya National Institute of Technology (MREC, University of Rajasthan), India, in 2005. He is currently Professor at Department of Electrical Engineering and Adjunct Professor at Centre of Energy and Environment at Malaviya National Institute of Technology, Jaipur, India. He has been Research Fellow (A) at the Department of Electrical and Computer Engineering at National University of Singapore from 2009 to 2011. He has been Reader from 2005 to 2009, Senior Lecturer from 2000 to 2005, and Lecturer from 1995 to 2000 at Department of Electrical Engineering, Malaviya National Institute of Technology. He is Founder of ZINE student innovative group. His background is in the fields of Computational Intelligence, Artificial Intelligence, Intelligent Systems, Power and Energy management, Robotics, Bioinformatics, Smart Grid, and Computer Vision.

Prof. Ajit Kumar Verma is Professor(Technical Safety), Faculty of Engineering and Natural Sciences(FIN) at the Western Norway University of Applied Sciences, Haugesund, and has been in Norway for the past eleven years. He was Professor/Senior (HAG)-Scale Professor for around 15 years at IIT Bombay with the Reliability Engineering/Department of Electrical Engg. He was Adjunct at the University of Stavanger, Norway, and has been Guest Professor at the Luleå University of Technology for the past several years. He was awarded (2017) an honorary professorship and an Academic Excellence Award at Amity University, India, among others including Adjunctat SCRIL, SAU, Distinguished Professorship in Dehradun, International Professorship at Manipal, India, and also Life Time Achievement Award at IIT Madras by SRESA . He has supervised/co-supervised 39 Ph.Ds. and over 100 master's theses ( IITB; HVL, Norway; LJMU, UK; WMG, UK, Univ. of Gavle, Sweden) in the area of Electronic Systems Reliability, Software Reliability, Reliable Computing, Power Systems Reliability, Reliability-Centered Maintenance, Soft Computing in RAMS for Complex Engineering Systems, and Probabilistic Safety/Risk Assessment in Process and Power Plants. He has executed various research projects in India to promote industry interface and has been Course Coordinator for industry CEPs like Reliability engineering, Six Sigma, Software Inspections, Competency Tracking System, and Software Reliability for IT industries. He is Series Editor of 5 Springer book series (Asset Analytics; Reliable and Sustainable Electric Power and Energy System Management; Fire Safety Engg. and Management; Risk, Reliability, and Safety Engineering; Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications) and was Editor-in-Chief of two journals, i.e., 'International Journal of System assurance Engineering and Management'( EIC till 2022, now Patron and Founding EIC); 'Life Cycle Reliability and Safety Engineering' ( currently EIC) published by Springer and was EIC of 'Opsearch' published by Springer. He is Author/Editor in over a dozen books and a book published by Springer in 2020 in his honor.

Dr. Om Prakash Verma is presently associated with Dr. B R Ambedkar National Institute of Technology Jalandhar, Punjab, India, since January 2018 as Assistant Professor in the Department of Instrumentation and Control Engineering. He has almost 11 years of teaching experience. He did his Ph.D. from IIT Roorkee, M.Tech. from Dr. B R Ambedkar NIT Jalandhar, and B.E. from Dr. B R Ambedkar University Agra. He is presently working on ISRO-Sponsored Project as PI. He has edited a book on Soft Computing: Theories and Applications and has been Potential Reviewer of several International Journals of high repute. He has published more than 30 research papers in SCI/Scopus/ESI indexed Journals. He has published recently published a paper in Renewable & Sustainable Energy Reviews, (IF: 12.110). He has guided 4 M.Tech. students and supervising 6 Ph.D. students.

Dr. Tanu Wadehra is currently working as Assistant Professor in the School of Electronics at the Indian Institute of Information Technology Una, Una, India, 177209. She has done her Postdoctoral from Indian Institute of Technology, Delhi, Hauz Khas, Delhi, India, during the year 2020-2021 and received her B.Tech. degree in Electronics and Communication from Guru Nanak Engineering College, Ludhiana, India, and M.Tech. degree in Electronics & Communication from Punjabi University, Patiala, India. She has a total of six years of Research Experience with four years at the National Institute of Technology, Jalandhar, Punjab, India. She has one year of Teaching Experience as Assistant Professor at NIT Jalandhar. Based on her contribution to the field of computational healthcare, especially Autism Spectrum Disorder and other disabilities lying on the same spectrum, she is working with the Indian Institute of Technology as Project Engineer in collaboration with AIIMS Delhi. She has experience in publishing work in reputed journals and editing and/or authoring books for good journals. Her research interests include Artificial Intelligence, Assistive Technology, Behavioral modeling, Biomedical signal processing, Cognitive neuroscience, and Machine Learning.

Dr. Rajesh Kumar於1994年從印度Kurukshetra的國立科技學院電機工程系獲得榮譽學士學位，專業為電機工程；於1997年從印度Jaipur的Malaviya國立科技學院電機工程系獲得榮譽碩士學位，專業為電力工程；並於2005年從印度Rajasthan大學的Malaviya國立科技學院電機工程系獲得智能系統的博士學位。他目前是印度Jaipur的Malaviya國立科技學院電機工程系的教授，並兼任能源與環境中心的兼職教授。他曾於2009年至2011年擔任新加坡國立大學電機與電腦工程系的研究員。他曾於2005年至2009年擔任讀者，2000年至2005年擔任高級講師，1995年至2000年擔任講師，都是在Malaviya國立科技學院電機工程系。他是ZINE學生創新團體的創辦人。他的專業背景涵蓋計算智能、人工智能、智能系統、電力和能源管理、機器人學、生物信息學、智慧電網和計算機視覺等領域。

Prof. Ajit Kumar Verma是挪威西部應用科學大學Haugesund校區工程與自然科學學院的教授（技術安全），在挪威已經待了十一年。他曾在印度孟買的印度理工學院擔任可靠性工程/電氣工程系的教授/高級教授（HAG級），並在挪威斯塔萬格大學擔任兼職教授，多年來一直是瑞典吕勒奥理工大学的客座教授。他曾獲得（2017年）Amity大學的名譽教授職位和學術卓越獎，並在印度獲得SCRIL、SAU的兼職教授職位，德拉敦的杰出教授職位，Manipal的國際教授職位，以及在印度理工學院馬德拉斯分校獲得終身成就獎。他指導/共同指導了39位博士生和100多位碩士生（包括印度理工學院孟買分校、挪威HVL、英國LJMU、英國WMG、瑞典Gavle大學）在電子系統可靠性、軟件可靠性、可靠計算、電力系統可靠性、可靠性中心維護、複雜工程系統中的軟計算、以及工藝和電力廠的概率安全/風險評估等領域。他在印度執行了各種促進工業界交流的研究項目，並擔任過可靠性工程、六西格瑪、軟件檢查、能力追踪系統和IT行業的軟件可靠性等行業CEP的課程協調員。他是Springer出版社的5個系列書籍的系列編輯（資產分析、可靠和可持續的電力和能源系統管理、消防安全工程和管理、風險、可靠性和安全工程、人工智能、倫理和多學科應用的前沿），並曾擔任兩本期刊的主編，即Springer出版的《國際系統保證工程與管理學報》（直到2022年為止，現在是贊助人和創始主編）；Springer出版的《生命周期可靠性和安全工程》（目前是主編）；以及Springer出版的《Opsearch》的主編。他是十多本書的作者/編輯，並在2020年由Springer出版了一本以他為榮譽的書籍。

Dr. Om Prakash Verma目前是印度旁遮普邦贾朗达尔的B R Ambedkar國立科技學院儀器與控制工程系的助理教授，自2018年1月起擔任該職位。他有近11年的教學經驗。他在印度羅爾基的印度理工學院獲得博士學位，並在贾朗达尔的B R Ambedkar國立科技學院獲得碩士學位，以及在阿格拉的B R Ambedkar大學獲得學士學位。他目前正在擔任ISRO贊助的項目的負責人。他在ISRO-Sponsored Project as PI上工作。他已經編輯了