书目名称 | Optimization Methods for Product and System Design |
编辑 | Anand J. Kulkarni |
视频video | |
概述 | Covers advanced methodologies of optimization for product and system design.Discusses real world in nature covering a wide variety of optimization methods.Includes chapters from experts in this field |
丛书名称 | Engineering Optimization: Methods and Applications |
图书封面 |  |
描述 | This edited book provides a platform to discuss the state-of-the-art developments associated with traditional and advanced single-/multi-objective criteria optimization methods for addressing problems of performance enhancement of the products and systems design. The book in detail discusses the core ideas, underlying principles, mathematical formulations, critical reviews and experimentations, and solutions to complex problems from within the domains such as mechanical engineering design and manufacturing, fault detection and diagnosis, control systems, financial systems, machine learning in medical image processing as well as problems from operations research domain. It will serve as a valuable reference to academicians and industry practitioners involved in improving the efficiency, cost, performance, and durability of the products and systems. The chapters in this book may further give impetus to explore new avenues leading towards multidisciplinary research discussions associatedwith the resilience and sustainability of the existing systems.. |
出版日期 | Book 2023 |
关键词 | Optimization Methods for System Design; Machine Learning; Artificial Intelligence; Product Design and M |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-99-1521-7 |
isbn_softcover | 978-981-99-1523-1 |
isbn_ebook | 978-981-99-1521-7Series ISSN 2731-4049 Series E-ISSN 2731-4057 |
issn_series | 2731-4049 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |