書目名稱 | New Advances in Soft Computing in Civil Engineering |
副標題 | AI-Based Optimizatio |
編輯 | Gebrail Bekda?,Sinan Melih Nigdeli |
視頻video | http://file.papertrans.cn/665/664757/664757.mp4 |
概述 | Introduce fundamental concepts and advanced adaptations in civil engineering.Covers a wide range of civil engineering applications.Summarizes advancements integrating artificial intelligence and machi |
叢書名稱 | Studies in Systems, Decision and Control |
圖書封面 |  |
描述 | .Soft computing applications plays a crucial role in civil engineering applications, with engineers striving to create outstanding designs that prioritize safety, aesthetics, cost-efficiency, and environmental considerations. Advanced optimization techniques are especially valuable for complex systems including multi-constraint problems, multi-objective problems and control problems needing iterative processes in solving differential equations..Throughout history, people have used their creativity to enhance designs in everyday tasks, and this is where metaheuristics come into play, drawing inspiration from nature to develop novel algorithms. These artificial intelligence-based algorithms possess distinctive attributes, and leveraging various features from different algorithms can enhance the effectiveness of optimization, improving precision, computational efficiency, and convergence..This book serves as a timely resource, summarizing the latest advancements in civil engineering optimization, encompassing both metaheuristic approaches and emerging trends that integrates artificial intelligence and machine learning techniques to predict optimal solutions, streamlining lengthy optim |
出版日期 | Book 2024 |
關(guān)鍵詞 | Algorithms; Artificial Intelligence; Artificial Neural Networks; Evolutionary Algorithms; Genetic Algori |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-65976-8 |
isbn_softcover | 978-3-031-65978-2 |
isbn_ebook | 978-3-031-65976-8Series ISSN 2198-4182 Series E-ISSN 2198-4190 |
issn_series | 2198-4182 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |