Automation and Computational Intelligence for Road Maintenance and Management
Zakeri, Hamzeh
- 出版商: Wiley
- 出版日期: 2022-07-13
- 售價: $4,870
- 貴賓價: 9.5 折 $4,627
- 語言: 英文
- 頁數: 544
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119800641
- ISBN-13: 9781119800644
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商品描述
A comprehensive computational intelligence toolbox for solving problems in infrastructure management
In Automation and Computational Intelligence in Infrastructure Management, a team of accomplished researchers delivers an incisive reference that covers the latest developments in computer technology infrastructure management. The book contains overview of foundational and emerging technologies and methods in both automation and computational intelligence, as well as detailed presentations of specific methodologies.
The distinguished authors emphasize the most recent advances in the maintenance and management of infrastructure robotics, automated inspection, remote sensing, and the applications of new and emerging computing technologies, including artificial intelligence, evolutionary computing, fuzzy logic, genetic algorithms, knowledge discovery and engineering, and more.
Automation and Computational Intelligence in Infrastructure Management explores a universal synthesis of the cutting edge in parameters and indices to evaluate models. It also includes:
- Thorough introductions to management science and the latest methods of automation and the structure and framework of automation and computing intelligence
- Comprehensive explorations of advanced image processing techniques, recent advances in fuzzy, and diagnosis automation
- Practical discussions of segmentation and fragmentation and different types of features and feature extraction methods
- In-depth examinations of methods of classification along with various developed methodologies and models of quantification, evaluation, and indexing in automation
Perfect for postgraduate students in road and transportation engineering, evaluation, and assessment, Automation and Computational Intelligence in Infrastructure Management will also earn a place in the libraries of researchers interested in or working with the evaluation and assessment of infrastructure.
商品描述(中文翻譯)
《基礎設施管理中的自動化和計算智能》是一本全面的計算智能工具箱，用於解決基礎設施管理問題。在這本書中，一個成熟的研究團隊提供了一個深入的參考，涵蓋了計算機技術基礎設施管理的最新發展。該書包含了自動化和計算智能領域中基礎和新興技術和方法的概述，以及具體方法的詳細介紹。
這些傑出的作者強調了基礎設施機器人技術、自動化檢測、遙感以及新興計算技術（包括人工智能、演化計算、模糊邏輯、遺傳算法、知識發現和工程等）的最新進展。《基礎設施管理中的自動化和計算智能》探索了評估模型中參數和指標的最新綜合。該書還包括：
- 對管理科學和自動化最新方法的全面介紹，以及自動化和計算智能的結構和框架
- 對高級圖像處理技術、模糊邏輯和診斷自動化的最新進展的深入探討
- 對分割和碎片化以及不同類型的特徵和特徵提取方法的實用討論
- 對自動化中分類方法的深入研究，以及各種發展的評估、量化和索引方法和模型
這本書非常適合道路和交通工程、評估和評估的研究生，也適合對基礎設施評估和評估感興趣或從事相關研究的研究人員。
作者簡介
Hamzeh Zakeri, PhD, is Adjunct Research Professor for the Department of Civil and Environment Engineering, Amirkabir University of Technology. His research interests include Automation, and Fuzzy type 2, Image Processing, Remote sensing, Machine Learning, Knowledge extraction, Hybrid Meta-heuristic Application in the field of pavement engineering.
Fereidoon Moghadas Nejad, PhD, is Professor and Head of Transportation Group at Amirkabir University of Technology. His research interests include Materials, and Testing, Image Processing, Automation, Fuzzy and Numerical Methods in Pavement and Railway Engineering.
Amir H. Gandomi, PhD, is Professor of Data Science and an ARC DECRA Fellow for the Faculty of Engineering and Information Technology at the University of Technology, Sydney. His research interests include Global Optimisation and (Big) Data Analytics using Machine Learning and Evolutionary Computations in particular.
作者簡介(中文翻譯)
Hamzeh Zakeri, 博士，是阿米爾卡比爾科技大學土木與環境工程系的兼職研究教授。他的研究興趣包括自動化、模糊二型、影像處理、遙感、機器學習、知識提取以及混合元啟發式在路面工程領域的應用。
Fereidoon Moghadas Nejad, 博士，是阿米爾卡比爾科技大學交通組的教授和組長。他的研究興趣包括材料和測試、影像處理、自動化、模糊和數值方法在路面和鐵路工程中的應用。
Amir H. Gandomi, 博士，是悉尼科技大學工程與資訊技術學院的數據科學教授和ARC DECRA研究員。他的研究興趣包括全球優化和（大）數據分析，特別是使用機器學習和進化計算方法。
