Handbook of Machine Learning for Computational Optimization: Applications and Case Studies

機器學習已成為挑戰並超越當前限制的最具潛力的工具之一。本手冊將為讀者提供優化和更智能的機器學習技術，以提升其產品和流程的競爭優勢。

Vishal Jain is an Associate Professor in Deptt. of CSE at Sharda University, Greater Noida, India. He has earlier worked with Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), New Delhi, India (affiliated with Guru Gobind Singh Indraprastha University, and accredited by the All India Council for Technical Education). He first joined BVICAM as Assistant Professor. Before that, he has worked for several years at the Guru Presmsukh Memorial College of Engineering, Delhi, India. He has more than 350 research citation indices with Google scholar (h-index score 9 and i-10 index 9). He has authored more than 70 research papers in reputed conferences and journals including Web of Science and Scopus. He has authored and edited more than 10 books with various reputed publishers including Springer, Apple Academic Press, Scrivener, Emerald and IGI-Global. His research areas include information retrieval, semantic web, ontology engineering, data mining, adhoc networks, and sensor networks. He has recipient a Young Active Member Award for the year 2012-13 from the Computer Society of India, Best Faculty Award for the year 2017 and Best Researcher Award for the year 2019 from BVICAM, New Delhi.

Sapna Juneja is Professor in IMS, Ghaziabad, India. Earlier she has worked as Professor in Deptt. of CSE at IITM Group of Institutions and BMIET, Sonepat. She has more than 16 years of teaching experience. She completed her doctorate and masters in Computer Science and Engineering from M.D.University, Rohtak in 2018 and 2010 respectively. Her broad area of research is Software Reliability of Embedded System. Her areas of interest include Software Engineering, Computer Networks, Operating System, Database Management Systems, and Artificial Intelligence etc. She has guided several research thesis of UG and PG students in Computer Science and Engineering. She is editing book on recent technological developments.

Abhinav Juneja is currently working as Professor in Deptt. of IT at KIET Group of Institutions, Delhi-NCR, Ghaziabad, India. Earlier, he has worked as Associate Director & Professor in Deptt of CSE at BMIET, Sonepat. He has more than 19 years of teaching experience for post graduate and under graduate engineering students. He completed his Doctorate in Computer Science and Engineering from M.D.University, Rohtak in 2018 and has done masters in Information Technology from GGSIPU, Delhi. He has research interests in the field of Software Reliability, IoT, Machine Learning and soft computing. He has published several papers in reputed national and international journals. He has been reviewer of several journals of repute and has been in various committees of international conferences.

Ramani Kannan is currently working as Senior Lecturer, Center for Smart Grid Energy Research, Institute of Autonomous system. University Teknologi PETRONAS (UTP), Malaysia. Dr. Kanan completed Ph.D. (Power Electronics and Drives) from Anna University, India in 2012, M.E. (Power Electronics and Drives) from Anna University, India in 2006, B.E (Electronics and Communication) from Bharathiyar University, India in 2004. He has more than 15 years of experience in prestigious educational institutes. Dr. Kanan has published more than 130 papers in various reputed nation and international journals and conferences. He is the editor, co-editor, guest editor and reviewer of various books including Springer Nature, Elsevier etc. He has received award for best presenter in CENCON 2019, IEEE Conference on Energy Conversion (CENCON 2019) Indonesia.

Vishal Jain 是印度大諾伊達 Sharda University 計算機科學與工程系的副教授。他曾在印度新德里的 Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM) 工作（該機構隸屬於 Guru Gobind Singh Indraprastha University，並獲得全印度技術教育委員會的認證）。他最初以助理教授身份加入 BVICAM。在此之前，他在印度德里的 Guru Premsukh Memorial College of Engineering 工作了幾年。他在 Google Scholar 上擁有超過 350 次的研究引用指數（h-index 分數 9 和 i-10 指數 9）。他在包括 Web of Science 和 Scopus 的知名會議和期刊上發表了超過 70 篇研究論文。他與多家知名出版社（包括 Springer、Apple Academic Press、Scrivener、Emerald 和 IGI-Global）共同編著和編輯了超過 10 本書籍。他的研究領域包括信息檢索、語義網、語義工程、數據挖掘、臨時網絡和傳感器網絡。他曾獲得印度計算機學會頒發的 2012-13 年度青年活躍成員獎、2017 年最佳教師獎和 2019 年最佳研究者獎，均來自 BVICAM 新德里。

Sapna Juneja 是印度 Ghaziabad 的 IMS 教授。她曾在 IITM Group of Institutions 和 BMIET（Sonepat）的計算機科學與工程系擔任教授。她擁有超過 16 年的教學經驗。她於 2018 年和 2010 年分別在 M.D. University, Rohtak 獲得計算機科學與工程的博士和碩士學位。她的研究廣泛領域是嵌入式系統的軟體可靠性。她的研究興趣包括軟體工程、計算機網絡、操作系統、數據庫管理系統和人工智慧等。她指導了多位計算機科學與工程的本科和研究生學生的研究論文。她正在編輯一本有關近期技術發展的書籍。

Abhinav Juneja 目前在印度德里-NCR 的 KIET Group of Institutions IT 系任教。他曾在 BMIET（Sonepat）的計算機科學與工程系擔任副主任和教授。他擁有超過 19 年的研究生和本科工程學生的教學經驗。他於 2018 年在 M.D. University, Rohtak 獲得計算機科學與工程的博士學位，並在 GGSIPU, Delhi 獲得資訊科技碩士學位。他的研究興趣包括軟體可靠性、物聯網、機器學習和軟計算。他在多個知名的國內和國際期刊上發表了多篇論文。他曾擔任多個知名期刊的審稿人，並參與各種國際會議的委員會。

Ramani Kannan 目前在馬來西亞的 University Teknologi PETRONAS (UTP) 自主系統研究所的智能電網能源研究中心擔任高級講師。Kannan 博士於 2012 年在印度 Anna University 獲得電力電子與驅動的博士學位，於 2006 年獲得電力電子與驅動的碩士學位，並於 2004 年在 Bharathiyar University 獲得電子與通信的學士學位。他在多所知名教育機構擁有超過 15 年的經驗。Kannan 博士在各種知名的國內和國際期刊及會議上發表了超過 130 篇論文。他是多本書籍的編輯、共同編輯、客座編輯和審稿人，包括 Springer Nature 和 Elsevier 等。他曾在 2019 年的 CENCON 2019（印尼 IEEE 能源轉換會議）中獲得最佳演講者獎。