Algorithms and Computational Theory for Engineering Applications (工程應用的演算法與計算理論)

Rama Sree, Sripada, Kumar, Sachin

  • 出版商: Springer
  • 出版日期: 2025-02-13
  • 售價: $10,410
  • 貴賓價: 9.5$9,890
  • 語言: 英文
  • 頁數: 361
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031727460
  • ISBN-13: 9783031727467
  • 相關分類: Algorithms-data-structures
  • 尚未上市,無法訂購

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商品描述

This book goes deeply into the world of algorithms and computational theory and its astounding influence on numerous engineering areas. The book's carefully chosen content highlights the most recent studies, approaches, and real-world applications that are revolutionising engineering.

The book is structured into distinct sections, each of which examines an important topic in computational theory and algorithms. The authors propose cutting-edge optimisation methods that revolutionise the way engineers approach engineering problems by allowing them to solve complicated issues quickly and effectively.

The book illustrates the techniques and equipment used in the fields of data science and big data analytics to glean insightful information from enormous databases. Data visualisation, predictive modelling, clustering, and anomaly detection are a few examples of how algorithms are used to find patterns and trends that help engineers make well-informed decisions.

Before being physically implemented, complex systems are built, tested, and optimised in the virtual environment thanks to computational modelling and simulation. The book examines numerical techniques, finite element analysis, computational fluid dynamics, and other simulation techniques to highlight how algorithms are changing engineering system design and performance optimisation.

The book also delves into the intriguing field of robotics and control systems. The book's readers will learn about the algorithms that advance sensor fusion, intelligent control, path planning, and real-time systems, paving the way for innovations in autonomous driving, industrial automation, and smart cities.

Readers will learn more about how algorithms and computational theory are modifying engineering environments, opening up new opportunities, and changing industries by examining the book's chapters. This book is a must-have for anyone looking to keep on top of the intersection of algorithms, computational theory, and engineering applications because of its concentration on practical applications and theoretical breakthroughs.

商品描述(中文翻譯)

本書深入探討演算法與計算理論的世界,以及其對眾多工程領域的驚人影響。書中精心挑選的內容突顯了最新的研究、方法和正在革新工程的實際應用。

本書分為不同的章節,每個章節都探討計算理論和演算法中的一個重要主題。作者提出了尖端的優化方法,徹底改變了工程師解決工程問題的方式,使他們能夠快速有效地解決複雜的問題。

本書展示了在數據科學和大數據分析領域中使用的技術和工具,從龐大的數據庫中提取有洞察力的信息。數據可視化、預測建模、聚類和異常檢測等都是演算法用來發現模式和趨勢的例子,這些模式和趨勢幫助工程師做出明智的決策。

在實際實施之前,複雜系統在虛擬環境中構建、測試和優化,這得益於計算建模和模擬。本書探討了數值技術、有限元素分析、計算流體力學及其他模擬技術,突顯了演算法如何改變工程系統設計和性能優化。

本書還深入探討了機器人技術和控制系統這一引人入勝的領域。讀者將了解推進傳感器融合、智能控制、路徑規劃和實時系統的演算法,為自動駕駛、工業自動化和智慧城市的創新鋪平道路。

通過研究本書的章節,讀者將更深入了解演算法和計算理論如何改變工程環境,開啟新機會並改變行業。由於本書專注於實際應用和理論突破,對於任何希望掌握演算法、計算理論與工程應用交集的人來說,這本書都是必備之作。