Applications of Learning Classifier Systems

Book Description

This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent real-world applications in such domains as data mining, modelling and optimization, and control. It shows how the LCS technique combines and exploits many Soft Computing approaches into a single coherent framework to produce an improved performance over other approaches.

Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural ... Part II (Lecture Notes in Computer Science)

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Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural ... Part II (Lecture Notes in Computer Science)

Manufacturer: Springer
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Binding: Paperback

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ASIN: 3540263195

Book Description

The two-volume set LNCS 3561 and LNCS 3562 constitute the refereed proceedings of the First International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2005, held in Las Palmas, Canary Islands, Spain in June 2005.

The 118 revised papers presented are thematically divided into two volumes; the first includes all the contributions mainly related with the methodological, conceptual, formal, and experimental developments in the fields of Neurophysiology and cognitive science. The second volume collects the papers related with bioinspired programming strategies and all the contributions related with the computational solutions to engineering problems in different application domains.

Brain, Vision, and Artificial Intelligence: First International Symposium, BVAI 2005, Naples, Italy, October 19-21, 2005, Proceedings (Lecture Notes in Computer Science)

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Brain, Vision, and Artificial Intelligence: First International Symposium, BVAI 2005, Naples, Italy, October 19-21, 2005, Proceedings (Lecture Notes in Computer Science)

Manufacturer: Springer
ProductGroup: Book
Binding: Paperback

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ASIN: 3540292829

Book Description

This book constitutes the refereed proceedings of the First International Symposium on Brain, Vision and Artificial Intelligence, BVAI 2005, held in Naples, Italy in October 2005.

The 48 revised papers presented together with 6 invited lectures were carefully reviewed and selected from more than 80 submissions for inclusion in the book. The papers are addressed to the following main topics and sub-topics: brain basics - neuroanatomy and physiology, development, plasticity and learning, synaptic, neuronic and neural network modelling; natural vision - visual neurosciences, mechanisms and model systems, visual perception, visual cognition; artificial vision - shape perception, shape analysis and recognition, shape understanding; artificial inteligence - hybrid intelligent systems, agents, and cognitive models.

Foundations of Learning Classifier Systems (Studies in Fuzziness and Soft Computing) (Studies in Fuzziness and Soft Computing)

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Foundations of Learning Classifier Systems (Studies in Fuzziness and Soft Computing) (Studies in Fuzziness and Soft Computing)

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Binding: Hardcover

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ASIN: 3540250735

Product Description

This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.

Learning Classifier Systems: From Foundations to Applications (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

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Learning Classifier Systems: From Foundations to Applications (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

Manufacturer: Springer
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Binding: Paperback

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ASIN: 3540677291

Book Description

Learning Classifier Systems (LCS) are a machine learning paradigm introduced by John Holland in 1976. They are rule-based systems in which learning is viewed as a process of ongoing adaptation to a partially unknown environment through genetic algorithms and temporal difference learning. This book provides a unique survey of the current state of the art of LCS and highlights some of the most promising research directions. The first part presents various views of leading people on what learning classifier systems are. The second part is devoted to advanced topics of current interest, including alternative representations, methods for evaluating rule utility, and extensions to existing classifier system models. The final part is dedicated to promising applications in areas like data mining, medical data analysis, economic trading agents, aircraft maneuvering, and autonomous robotics. An appendix comprising 467 entries provides a comprehensive LCS bibliography.

Rule-Based Evolutionary Online Learning Systems: A Principled Approach to LCS Analysis and Design (Studies in Fuzziness and Soft Computing)

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Rule-Based Evolutionary Online Learning Systems: A Principled Approach to LCS Analysis and Design (Studies in Fuzziness and Soft Computing)
Martin V. Butz
Manufacturer: Springer
ProductGroup: Book
Binding: Hardcover

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ASIN: 3540253793

Book Description

This book offers a comprehensive introduction to learning classifier systems (LCS) – or more generally, rule-based evolutionary online learning systems. LCSs learn interactively – much like a neural network – but with an increased adaptivity and flexibility. This book provides the necessary background knowledge on problem types, genetic algorithms, and reinforcement learning as well as a principled, modular analysis approach to understand, analyze, and design LCSs. The analysis is exemplarily carried through on the XCS classifier system – the currently most prominent system in LCS research. Several enhancements are introduced to XCS and evaluated. An application suite is provided including classification, reinforcement learning and data-mining problems. Reconsidering John Holland’s original vision, the book finally discusses the current potentials of LCSs for successful applications in cognitive science and related areas.

Book Description

75 Readings and 75 Readings Plus offer an outstanding collection of the most popular essays for first-year writing, at an affordable price. This edition boasts new readings about social issues and the environment, expanded argumentation coverage, and a section on mixed strategies—readings employing multiple rhetorical modes.

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Lots of content and two tables of contents.......2000-06-28

This collections of essays pack loads of different styles and ideas. Diverse and rich, 75 Readings lets me find texts by following either a thematic or a structural path: The two tables of contents are a smart idea.

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75 READINGS AN ANTHOLOGY
Inc. McGraw-Hill
Manufacturer: McGraw-Hill
ProductGroup: Book
Binding: Paperback
ASIN: B000OG2AOO

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75 Readings an Anthology S/C
McGraw-Hill
Manufacturer: McGraw-Hill Education
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Binding: Paperback

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ASIN: 0070466777

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Great Book

75 Readings Plus

Manufacturer: Mcgraw-Hill College
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ASIN: 0070094829

Book Description

This alternate version of the best selling 75 READINGS, Sixth Edition, offers pedagogic support in addition to a renowned variety of themes, writing styles, voices, and cultural perspectives presented in the essay collection. Whether you choose the original version or the "Plus" version for your class, you can be assured of choosing an outstanding reader that offers students a balanced collection of classic and contemporary essays at a remarkably low price.

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Great Book.......2007-05-15

This book was a required reading for a course I'm taking, great reading.

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75 Readings: An Anthology
George and others Orwell
Manufacturer: NY McGraw Hill 1987.
ProductGroup: Book
Binding: Paperback
ASIN: B000MT9Z46

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75 Readings: An Anthology
McGraw-Hill
Manufacturer: Mcgraw-Hill College
ProductGroup: Book
Binding: Paperback

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ASIN: 007046734X

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75 readings: An anthology

Manufacturer: McGraw-Hill
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ASIN: 0070118248

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I/M T/A 75 Readings: Anthology-Wb2
McGraw-Hill
Manufacturer: McGraw Hill Higher Education
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Binding: Paperback
ASIN: 0070467021

75 Readings - An Anthology - Second Edition

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75 Readings - An Anthology - Second Edition
Susan D. And Boylan, Bernadette (editors) Hurtt
Manufacturer: McGraw-Hill
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Binding: Paperback
ASIN: B000OF7MH0

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75 Readings: An Anthology
Charlotte Smith Santi V. Buscemi
Manufacturer: McGraw-Hill Humanities/Social Sciences/Languages
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Binding: Paperback
ASIN: B000OFSFIK

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