What are the types of intelligent techniques?

Editors:

  1. Cengiz Kahraman
    1. Department of Industrial Engineering Management Faculty, Istanbul Technical University, Istanbul, Turkey

  2. Sezi Çevik Onar
    1. Department of Industrial Engineering, Istanbul Technical University Management Faculty, Istanbul, Turkey

  • Broad and complete coverage of intelligent decision-making techniques for engineering management

  • The only available book in Engineering management focusing on Intelligent Techniques in Engineering Management

  • Includes didactic examples of each intelligent technique for engineering management and real case studies

  • Includes supplementary material: sn.pub/extras

  • 74k Accesses

  • 99 Citations

  • 4 Altmetric

Sections

Table of contents (27 chapters)

  1. Engineering Management and Intelligent Systems

  2. Risk Management

  3. Knowledge Management

  4. Intelligent Systems in Management

    1. Front Matter

      Pages 147-147

      PDF

  5. Production Management

    1. Front Matter

      Pages 219-219

      PDF

  6. Economical and Financial Management

    1. Front Matter

      Pages 331-331

      PDF

About this book

This book presents recently developed intelligent techniques with applications and theory in the area of engineering management. The involved applications of intelligent techniques such as neural networks, fuzzy sets, Tabu search, genetic algorithms, etc. will be useful for engineering managers, postgraduate students, researchers, and lecturers.

The book has been written considering the contents of a classical engineering management book but intelligent techniques are used for handling the engineering management problem areas. This comprehensive characteristics of the book makes it an excellent reference for the solution of complex problems of engineering management. The authors of the chapters are well-known researchers with their previous works in the area of engineering management.

Keywords

  • Decision Making
  • Engineering Management
  • Intelligent Decision-making
  • Intelligent Systems
  • Metaheuristics
  • Engineering Economics

Editors and Affiliations

  • Department of Industrial Engineering Management Faculty, Istanbul Technical University, Istanbul, Turkey

    Cengiz Kahraman

  • Department of Industrial Engineering, Istanbul Technical University Management Faculty, Istanbul, Turkey

    Sezi Çevik Onar

Bibliographic Information

  • Book Title: Intelligent Techniques in Engineering Management

  • Book Subtitle: Theory and Applications

  • Editors: Cengiz Kahraman, Sezi Çevik Onar

  • Series Title: Intelligent Systems Reference Library

  • DOI: https://doi.org/10.1007/978-3-319-17906-3

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Hardcover ISBN: 978-3-319-17905-6

  • Softcover ISBN: 978-3-319-34360-0

  • eBook ISBN: 978-3-319-17906-3

  • Series ISSN: 1868-4394

  • Series E-ISSN: 1868-4408

  • Edition Number: 1

  • Number of Pages: XXV, 747

  • Number of Illustrations: 172 b/w illustrations, 19 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Operations Research and Decision Theory, Industrial Management

What are the major types of AI techniques?

Now we will discuss some fundamental AI techniques: Heuristics, Support Vector Machines, Neural Networks, the Markov Decision Process, and Natural Language Processing..
Heuristics. ... .
Support Vector Machines. ... .
Artificial Neural Networks. ... .
Markov Decision Process. ... .
Natural Language Processing..

What are the intelligent techniques for capturing tacit knowledge?

Expert systems are an intelligent technique for capturing tacit knowledge in a very specific and limited domain of human expertise. These systems capture the knowledge of skilled employees in the form of a set of rules in a software system that can be used by others in the organization.

How many AI techniques?

There are three important AI techniques: It also provides a framework into which any direct techniques that are available can be embedded. Use of knowledge — Provides a way of solving complex problems by exploiting the structure of the objects that are involved.

What is artificial intelligence and its techniques?

AI techniques are those procedures which are used to enable computers to show human like intelligent activities such as visual perception, speech recognition, decision-making, natural language understanding etc.