Tournament of Books 2015
 
 

Special Offers see all

Enter to WIN a $100 Credit

Subscribe to PowellsBooks.news
for a chance to win.
Privacy Policy

Visit our stores


    Recently Viewed clear list


    The Powell's Playlist | January 5, 2015

    Tim Johnston: IMG The Powell's Playlist: Songs for Not Sleeping by Tim Johnston



    I once told a medical-profession-type lady that I didn't sleep well, that I awoke all through the night and was awake for hours. "What do you do... Continue »

    spacer
Qualifying orders ship free.
$179.00
New Trade Paper
Ships in 1 to 3 days
Add to Wishlist
available for shipping or prepaid pickup only
Available for In-store Pickup
in 7 to 12 days
Qty Store Section
2 Remote Warehouse Networking- General

Other titles in the Studies in Fuzziness and Soft Computing series:

Studies in Fuzziness and Soft Computing #112: Advanced Fuzzy Systems Design and Applications

by

Studies in Fuzziness and Soft Computing #112: Advanced Fuzzy Systems Design and Applications Cover

 

Synopses & Reviews

Publisher Comments:

This book presents a variety of recently developed methods for generating fuzzy rules from data with the help of neural networks and evolutionary algorithms. Special efforts have been put on dealing with knowledge incorporation into neural and evolutionary systems and knowledge extraction from data with the help of fuzzy logic. On the one hand, knowledge that is understandable to human beings can be extracted from data using evolutionary and learning methods by maintaining the interpretability of the generated fuzzy rules. On the other hand, a priori knowledge like expert knowledge and human preferences can be incorporated into evolution and learning, taking advantage of the knowledge representation capability of fuzzy rule systems and fuzzy preference models. Several engineering application examples in the fields of intelligent vehicle systems, process modeling and control and robotics are presented.

Table of Contents

Fuzzy Sets and Fuzzy Systems.- Evolutionary Algorithms.- Artificial Neural Networks.- Conventional Data-driven Fuzzy Systems Design.- Neural Network Based Fuzzy Systems Design.- Evolutionary Design of Fuzzy Systems.- Knowledge Discovery by Extracting Interpretable Fuzzy Rules.- Fuzzy Knowledge Incorporation into Neural Networks.- Fuzzy Preferences Incorporation into Evolutionary Multi-objective Optimization.

Product Details

ISBN:
9783790825206
Author:
Jin, Yaochu
Publisher:
Physica-Verlag
Location:
Heidelberg
Subject:
Artificial Intelligence
Subject:
Fuzzy systems
Subject:
Evolutionary Algorithms
Subject:
knowledge extraction
Subject:
knowledge incorporation
Subject:
Neural Networks
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Data Structures, Cryptology and Information Theory
Subject:
Algorithm Analysis and Problem Complexity
Subject:
Computers-Reference - General
Subject:
Computer Science
Subject:
Language, literature and biography
Subject:
Engineering
Subject:
Data structures (Computer scienc
Subject:
Computer software
Copyright:
Edition Description:
Softcover reprint of hardcover 1st ed. 2003
Series:
Studies in Fuzziness and Soft Computing
Series Volume:
112
Publication Date:
20110729
Binding:
TRADE PAPER
Language:
English
Pages:
282
Dimensions:
235 x 155 mm

Related Subjects

Arts and Entertainment » Photography » Annuals
Arts and Entertainment » Photography » Photographers
Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Computers and Internet » Networking » General
Computers and Internet » Personal Computers » General
Engineering » Communications » Information Theory
Health and Self-Help » Health and Medicine » Medical Specialties
Science and Mathematics » Biology » Evolution

Studies in Fuzziness and Soft Computing #112: Advanced Fuzzy Systems Design and Applications New Trade Paper
0 stars - 0 reviews
$179.00 In Stock
Product details 282 pages Physica-Verlag - English 9783790825206 Reviews:
spacer
spacer
  • back to top

FOLLOW US ON...

     
Powell's City of Books is an independent bookstore in Portland, Oregon, that fills a whole city block with more than a million new, used, and out of print books. Shop those shelves — plus literally millions more books, DVDs, and gifts — here at Powells.com.