15 Learning and Soft Computing.PDF

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tive
Systems
(selected titles)
John H. Holland, Christopher
G.
Langton, and Stewart
W.
Wilson, advisors
Adaptation in Natural and ArtiJcial Systems,
John H. Holland
Genetic Programming:
On
the ~rogramming Computers by Means
o
Natural Selection,
John R. Koza
of
f
Intelligent Behavior in Animals and Robots,
David McFarland and Thomas
Bosser
Genetic Programming
11,
John R. Koza
Turtles, Termites, and Trafic Jams: ~ ~ p l o r a t i o n sMassively Parallel Microworl~,
in
Mitchel Resnick
Comparative ~pproaches Cognitive Science,
edited by Herbert L. Roitblat and Jean-Arcady Meyer
to
A r t ~ c i aLife: An Overview,
edited by Christopher G. Langton
l
An Introduction to Genetic Algorithms,
Melanie Mitchell
Catc~ing
Ourselves in the Act: Situated Activity, Interactive Emergence, and Human ~ h o u g ~ t ,
Horst
Hend~ks"Jansen
Elements
o
ArtiJcial Neural Networks,
Kishan Mehrotra, Chilukuri K. Mohan, and Sanjay Ranka
f
Growing ArtiJcial Societies: Social Sciencefrom the Bottom
Up,
Joshua M. Epstein and Robert Axtell
An Introduction to ~ a t u r a Computation,
Dana
H.
Ballard
l
An Introduction to Fuzzy Sets,
Witold Pedrycz and Fernando Gomide
From Animals to Animats
5,
edited by Rolf Pfeifer, Bruce Blumberg, Jean-Arcady Meyer, and Stewart W.
Wilson
ArtiJciaE Life VI,
edited by Christoph Adami, RichardK. Belew, Hiroaki Kitano, and Charles E. Taylor
The Simple Genetic Algorithm,
Michael
D.
Vose
Advances in Genetic Programming,
Volume
3,
edited by Lee Spector, WilliamB. Langdon, Una-May
O'Reilly, and Peter J. Angeline
Toward a Science
of
Consciousne.~s
1 ,
edited by Stuart R. Hameroff, Alfred W. Kasniak, and DavidJ.
11
Chalmers
Truth from Trash: How Learning Makes Sense,
Chris Thornton
Learning and
SOB
Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models,
Vojislav Kecman
0
2001 ~assachusetts
Institute of Technology
All
rights reserved.
No
part
o f
this book may be reproduced in any form by any electronic or mechanical
means (including photocopying, recording, or information storage and retrieval) without permission in
writing from the publisher.
This book was set in Times New Roman on a 3B2 system by Asco Typesetters, Hong Kong.
Printed and bound in the United States of America.
Library of Congress Cataloging-in-Publication Data
Kecman, V. (Vojislav), 1948-
Learning and soft computing: support vector machines, neural networks,
and
fuzzy
logic models
/
Vojislav Kecxnan.
p.
cm.
-
(Complex adaptive systems)
“A
Bradford book.”
Includes bibliographical references and index.
ISBN 0-262-1 1255-8 (he: paper)
alk.
1. Soft computing. I. Title. 11.Series.
QA76.9.S63 2001
K43
00-027506
006.3-dc21

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