eprintid: 15317 rev_number: 2 eprint_status: archive userid: 1 dir: disk0/00/01/53/17 datestamp: 2023-11-10 03:29:56 lastmod: 2023-11-10 03:29:56 status_changed: 2023-11-10 01:59:12 type: book metadata_visibility: show creators_name: Jain, V. creators_name: Juneja, S. creators_name: Juneja, A. creators_name: Kannan, R. title: Handbook of Machine Learning for Computational Optimization: Applications and Case Studies ispublished: pub note: cited By 0 abstract: Technology is moving at an exponential pace in this era of computational intelligence. Machine learning has emerged as one of the most promising tools used to challenge and think beyond current limitations. This handbook will provide readers with a leading edge to improving their products and processes through optimal and smarter machine learning techniques. This handbook focuses on new machine learning developments that can lead to newly developed applications. It uses a predictive and futuristic approach, which makes machine learning a promising tool for processes and sustainable solutions. It also promotes newer algorithms that are more efficient and reliable for new dimensions in discovering other applications, and then goes on to discuss the potential in making better use of machines in order to ensure optimal prediction, execution, and decision-making. Individuals looking for machine learning-based knowledge will find interest in this handbook. The readership ranges from undergraduate students of engineering and allied courses to researchers, professionals, and application designers. © 2022 selection and editorial matter, Vishal Jain, Sapna Juneja, Abhinav Juneja, and Ramani Kannan. date: 2021 publisher: CRC Press official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132466565&doi=10.1201%2f9781003138020&partnerID=40&md5=705c9efb92619a0b289d9d145c0ab0c6 id_number: 10.1201/9781003138020 full_text_status: none publication: Handbook of Machine Learning for Computational Optimization: Applications and Case Studies pagerange: 1-280 refereed: TRUE isbn: 9781000455670; 9780367685423 citation: Jain, V. and Juneja, S. and Juneja, A. and Kannan, R. (2021) Handbook of Machine Learning for Computational Optimization: Applications and Case Studies. CRC Press, pp. 1-280. ISBN 9781000455670; 9780367685423