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  • © 2017

Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective

Authors:

  • Presents the aspects and methods that are important for modeling and control computations of complex systems
  • Describes selected original achievements related to the design and implementation of complex projects such as POLTAX, AlgoTradix, Merix, and Excavio
  • Presents techniques for applications of interactive granular computing (IGrC) (based on Wisdom Technology) to effectiveness, efficiency, and risk management
  • Includes supplementary material: sn.pub/extras
  • Includes supplementary material: sn.pub/extras

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 17)

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Table of contents (36 chapters)

  1. Front Matter

    Pages i-xliii
  2. Introduction: Research Motivations, Approaches, Challenges, and Overview of Results

    1. Front Matter

      Pages 1-1
    2. Research Motivations

      • Andrzej Jankowski
      Pages 3-16
    3. Research Objectives and Selected Approaches

      • Andrzej Jankowski
      Pages 17-23
    4. Main Overview of Results

      • Andrzej Jankowski
      Pages 45-48
    5. Guide to the Contents of the Book

      • Andrzej Jankowski
      Pages 49-52
  3. CSE: Rudiments

    1. Front Matter

      Pages 53-53
    2. The Concept of Complex System

      • Andrzej Jankowski
      Pages 55-62
    3. Examples of Complex Systems

      • Andrzej Jankowski
      Pages 63-69
    4. Concept of Complex Systems Engineering (CSE)

      • Andrzej Jankowski
      Pages 71-77
  4. The Theory-Practice Gap Problem (TPGP)

    1. Front Matter

      Pages 79-79
    2. CSE Practice: CSE Crisis

      • Andrzej Jankowski
      Pages 81-96
    3. CSE Theory: Some Approaches

      • Andrzej Jankowski
      Pages 97-110
    4. CSE Crisis: Some Examples of Causes

      • Andrzej Jankowski
      Pages 115-135
    5. Fundamental Precause of CSE Crisis (FP3C)

      • Andrzej Jankowski
      Pages 137-149
  5. CSE: Case Studies

    1. Front Matter

      Pages 191-191

About this book

The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses significant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scientific domains worldwide, along with features characteristic of the author’s approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron.

 Based on the empirical findings from these projects, the author explores the following areas:
 (a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE);

(b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a groupof agents;

(c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP.

 The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects.

 One of the main aims was to develop a mechanism of IGrC control over computations that model a project’s implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using project principles applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book.


Authors and Affiliations

  • The Piotr Dziubanski Foundation of Knowledge Technology, Warsaw, Poland

    Andrzej Jankowski

About the author

Andrzej  Jankowski received his PhD from Warsaw University where he worked about 20 years being involved in pioneering research on the logical structures (especially algebraic approach to knowledge representation and reasoning structures based on topos theory and evolution of hierarchies of metalogics).  For three years he worked as a visiting professor in the Department of Computer Science at the University of North Carolina at Charlotte, USA.  He is one of the founders and organizers of Polish-Japanese Institute of Information Technology. He has the unique experience in managing complex IT and R&D projects (e.g., Bank of America, Ford, GM,  PKN ORLEN, and Ministry of Finance in Poland). Andrzej Jankowski has about 70 scientific publications and he is coauthor of two patents in Artificial Intelligence, which are cited in patents of such corporations as: IBM, Google, Microsoft, Yahoo!, Hewlett-Packard, Oracle, Matsushita Electric, NEC, Fuji, Xerox, Canon, Boeing, Sony, Accenture, and Red Hut.  In cooperation with professor Andrzej Skowron, he proposed a new paradigm in AI technology, known as the “Wisdom Technology” (WisTech).

Bibliographic Information

  • Book Title: Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective

  • Authors: Andrzej Jankowski

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-319-57627-5

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-57626-8Published: 27 June 2017

  • Softcover ISBN: 978-3-319-86211-8Published: 02 August 2018

  • eBook ISBN: 978-3-319-57627-5Published: 25 June 2017

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XLIII, 654

  • Number of Illustrations: 35 b/w illustrations, 102 illustrations in colour

  • Topics: Complexity, Computational Intelligence

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access