Autonomic road transport support sys...
McCluskey, Thomas Leo.

 

  • Autonomic road transport support systems[electronic resource] /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 388.312
    書名/作者: Autonomic road transport support systems/ edited by Thomas Leo McCluskey ... [et al.].
    其他作者: McCluskey, Thomas Leo.
    出版者: Cham : : Springer International Publishing :, 2016.
    面頁冊數: vi, 304 p. : : ill. (some col.), digital ;; 24 cm.
    Contained By: Springer eBooks
    標題: Intelligent transportation systems.
    標題: Computer Science.
    標題: Artificial Intelligence (incl. Robotics)
    標題: Simulation and Modeling.
    標題: Software Engineering/Programming and Operating Systems.
    標題: Database Management.
    標題: Information Systems Applications (incl. Internet)
    ISBN: 9783319258089
    ISBN: 9783319258065
    內容註: Part I Challenges (Scenarios, Requirements) -- Part II Foundations of ARTS - Theories, Concepts, Architectures, and Algorithms -- Part III Platforms, Engineering Methods and Methodologies -- Part IV Applications.
    摘要、提要註: The work on Autonomic Road Transport Support (ARTS) presented here aims at meeting the challenge of engineering autonomic behavior in Intelligent Transportation Systems (ITS) by fusing research from the disciplines of traffic engineering and autonomic computing. Ideas and techniques from leading edge artificial intelligence research have been adapted for ITS over the last 30 years. Examples include adaptive control embedded in real time traffic control systems, heuristic algorithms (e.g. in SAT-NAV systems), image processing and computer vision (e.g. in automated surveillance interpretation) Autonomic computing which is inspired from the biological example of the body's autonomic nervous system is a more recent development. It allows for a more efficient management of heterogeneous distributed computing systems. In the area of computing, autonomic systems are endowed with a number of properties that are generally referred to as self-X properties, including self-configuration, self-healing, self-optimization, self-protection and more generally self-management. Some isolated examples of autonomic properties such as self-adaptation have found their way into ITS technology and have already proved beneficial. This edited volume provides a comprehensive introduction to Autonomic Road Transport Support (ARTS) and describes the development of ARTS systems. It starts out with the visions, opportunities and challenges, then presents the foundations of ARTS and the platforms and methods used and it closes with experiences from real-world applications and prototypes of emerging applications. This makes it suitable for researchers and practitioners in the fields of autonomic computing, traffic and transport management and engineering, AI, and software engineering. Graduate students will benefit from state-of-the-art description, the study of novel methods and the case studies provided.
    電子資源: http://dx.doi.org/10.1007/978-3-319-25808-9
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