Modeling, Control and Optimization of Complex Systems In Honor of Pr
Modeling, Control And Optimization Of Complex Systems is a collection of contributions from leading international researchers in the fields of dynamic systems, control theory, and modeling. These papers were presented at the Symposium on Modeling and Opti
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THE KLUWER INTERNATIONAL SERIES ON DISCRETE EVENT DYNAMIC SYSTEMS Series Editor
Yu-ChiHo Harvard University SUPERVISION OF PETRI NETS Geert Stremersch ISBN: 0-7923-7486-X ANALYSIS OF MANUFACTURING ENTERPRISES: An Approach to
Leveraging Value Delivery Processes/or Competitive Advantage
N. Viswanadham ISBN: 0-7923-8671-X INTRODUCTION TO DISCRETE EVENT SYSTEMS Christos G. Cassandras, Stephane Lafortune ISBN: 0-7923-8609-4 OBJECT·ORIENTED COMPUTER SIMULATION OF DISCRETE·EVENT SYSTEMS Jerzy Tyszer ISBN: 0-7923-8506-3 TIMED PETRI NETS: Theory and AppUcation Jiacun Wang ISBN: 0-7923-8270-6 SUPERVISORY CONTROL OF DISCRETE EVENT SYSTEMS USING PETRI NETS John O. Moody and Panos J. Antsaklis ISBN: 0-7923-8199-8 GRADIENT ESTIMATION VIA PERTURBATION ANALYSIS P. Glasserman ISBN: 0-7923-9095-4 PERTURBATION ANALYSIS OF DISCRETE EVENT DYNAMIC SYSTEMS Yu-Chi Ho and Xi-Ren Cao ISBN: 0-7923-9174-8 PETRI NET SYNTHESIS FOR DISCRETE EVENT CONTROL OF MANUFACTURING SYSTEMS MengChu Zhou and Frank DiCesare ISBN: 0-7923-9289-2 MODELING AND CONTROL OF LOGICAL DISCRETE EVENT SYSTEMS Ratnesh Kumar and Vijay K. Garg ISBN: 0-7923-9538-7 UNIFORM RANDOM NUMBERS: THEORY AND PRACTICE Shu Tezuka ISBN: 0-7923-9572-7
MODELING, CONTROL AND
OPTIMIZATION OF COMPLEX SYSTEMS In Honor of Professor Yu-Chi Ho
edited by
WeiboGong
University of Massachusetts, Amherst Leyuan Shi
University ofWisconsin, Madison
SPRINGER SCIENCE+BUSINESS MEDIA, LLC
Library of Congress Cataloging-in-Publication Data Modeling, control and optimization of complex systems : in honor of Professor Yu-Chi
Hol edited by Weibo Gong, Leyuan Shi.
p. cm.-- (Kluwer international series on discrete event dynamic systems ; 14) Includes bibliographical references. ISBN 978-1-4613-5411-6 ISBN 978-1-4615-1139-7 (eBook) DOI 10.1007/978-1-4615-1139-7
1. Control theory. 2. System analysis. 3. Mathematical optimization. 1. Ho, Yu-Chi, 1934- II. Gong, Weibo. III. Shi, Leyuan. IV. Series.
QA402.3 .M57 2002 003'.5--dc21
2002028784
Copyright @ 2003 by Springer Science+Business Media New York Origina1ly published by Kluwer Academic Publishers in 2003 Softcover reprint ofthe hardcover lst edition 2003 AlI rights reserved. No part of this work may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, microfilming, recording, or otherwise, without the written permission from the Publisher, with the exception of any material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Permission for books published in Europe: [email protected] Permissions for books published in the United States of America: [email protected] Printed an acid-free paper.
Contents
List of Figures
vii
List of Tables
xi
Foreword
xiii
Acknowledgements
xv
1 Optimal Representation and Visualization of Multivariate Data and Functions in Low-Dimensional Spaces Jian Song 2 Modeling of Complex Systems K.J. Astrom
1
19
3 Power Control in ad hoc Wireless Netw
