Computational intelligence : a methodological introduction /: a methodological introduction. (2016)
- Record Type:
- Book
- Title:
- Computational intelligence : a methodological introduction /: a methodological introduction. (2016)
- Main Title:
- Computational intelligence : a methodological introduction
- Further Information:
- Note: Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes.
- Authors:
- Kruse, Rudolf
Borgelt, Christian
Braune, Christian
Mostaghim, Sanaz
Steinbrecher, Matthias - Contents:
- Introduction -- Part I: Neural Networks -- Introduction -- Threshold Logic Units -- General Neural Networks -- Multi-Layer Perceptrons -- Radial Basis Function Networks -- Self-Organizing Maps -- Hopfield Networks -- Recurrent Networks -- Mathematical Remarks for Neural Networks -- Part II: Evolutionary Algorithms -- Introduction to Evolutionary Algorithms -- Elements of Evolutionary Algorithms -- Fundamental Evolutionary Algorithms -- Computational Swarm Intelligence -- Part III: Fuzzy Systems -- Fuzzy Sets and Fuzzy Logic -- The Extension Principle -- Fuzzy Relations -- Similarity Relations -- Fuzzy Control -- Fuzzy Data Analysis -- Part IV: Bayes and Markov Networks -- Introduction to Bayes Networks -- Elements of Probability and Graph Theory -- Decompositions -- Evidence Propagation -- Learning Graphical Models -- Belief Revision -- Decision Graphs.
- Publisher Details:
- London, United Kingdom : Springer
- Publication Date:
- 2016
- Extent:
- 1 online resource (xiii, 564 pages), illustrations
- Subjects:
- 006.3
Computer science
Computational intelligence
Computational intelligence
Computer Science
Artificial Intelligence (incl. Robotics)
Appl.Mathematics/Computational Methods of Engineering
Mathematics -- Applied
Maths for engineers
Artificial intelligence
Engineering mathematics
Computers -- Intelligence (AI) & Semantics
Artificial intelligence
Electronic books - Languages:
- English
- ISBNs:
- 9781447172963
1447172965
1447172949
9781447172949 - Related ISBNs:
- 9781447172949
- Notes:
- Note: Includes bibliographical references and index.
Note: Online resource; title from PDF title page (SpringerLink, viewed September 23, 2016). - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.344230
- Ingest File:
- 01_296.xml