• PDF / 3,329,675 Bytes
• 382 Pages / 441 x 666 pts Page_size
• 30 Downloads / 236 Views

DOWNLOAD

REPORT

Other titles published in this Series: Data-driven Techniques for Fault Detection and Diagnosis in Chemical Processes Evan L. Russell, Leo H. Chiang and Richard D. Braatz Nonlinear Identification and Control Guoping Liu Digital Controller Implementation and Fragility Robert S.H. Istepanian and James F. Whidborne (Eds.) Optimisation of Industrial Processes at Supervisory Level Doris Sáez, Aldo Cipriano and Andrzej W. Ordys Applied Predictive Control Huang Sunan, Tan Kok Kiong and Lee Tong Heng Hard Disk Drive Servo Systems Ben M. Chen, Tong H. Lee and Venkatakrishnan Venkataramanan Robust Control of Diesel Ship Propulsion Nikolaos Xiros Hydraulic Servo-systems Mohieddine Jelali and Andreas Kroll Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques Silvio Simani, Cesare Fantuzzi and Ron J. Patton Strategies for Feedback Linearisation Freddy Garces, Victor M. Becerra, Chandrasekhar Kambhampati and Kevin Warwick Robust Autonomous Guidance Alberto Isidori, Lorenzo Marconi and Andrea Serrani Dynamic Modelling of Gas Turbines Gennady G. Kulikov and Haydn A. Thompson (Eds.) Control of Fuel Cell Power Systems Jay T. Pukrushpan, Anna G. Stefanopoulou and Huei Peng Fuzzy Logic, Identification and Predictive Control Jairo Espinosa, Joos Vandewalle and Vincent Wertz Optimal Real-time Control of Sewer Networks Magdalene Marinaki and Markos Papageorgiou Process Modelling for Control Benoît Codrons Rudder and Fin Ship Roll Stabilization Tristan Perez Publication due May 2005 Adaptive Voltage Control in Power Systems Giuseppe Fusco and Mario Russo Publication due August 2005 Control of Passenger Traffic Systems in Buildings Sandor Markon Publication due November 2005

Ajoy K. Palit and Dobrivoje Popovic

Computational Intelligence in Time Series Forecasting Theory and Engineering Applications

With 66 Figures

123

Dr.-Ing. Ajoy K. Palit Institut für Theoretische Elektrotechnik und Microelektronik (ITEM), Universität Bremen, Otto-Hahn-Allee-NW1, D-28359, Bremen, Germany Prof. Dr.-Ing. Dobrivoje Popovic Institut für Automatisierungstechnik (IAT), Universität Bremen, Otto-Hahn-Allee-NW1, D-28359, Bremen, Germany

British Library Cataloguing in Publication Data Palit, Ajoy K. Computational intelligence in time series forecasting: theory and engineering applications. – (Advances in industrial control) 1. Time-series analysis – Data processing 2. Computational intelligence I. Title II. Popovic, Dobrivoje 519.5′5′0285 ISBN 1852339489 Library of Congress Control Number: 2005923445 Apart from any fair dealing for the purposes of research or private study, or criticism or review, as permitted under the Copyright, Designs and Patents Act 1988, this publication may only be reproduced, stored or transmitted, in any form or by any means, with the prior permission in writing of the publishers, or in the case of reprographic reproduction in accordance with the terms of licences issued by the Copyright Licensing Agency. Enquiries concerning reproduction outside those terms should be sent to the publishers. Advances in Indu

Recommend Documents

Time Series Forecasting

294 88 14MB

Introduction to Time Series and Forecasting

194 88 48MB

Energy Time Series Forecasting Efficient and Accurate Forecasting of

231 104 7MB

Advances in Computational Intelligence Theory and Practice

222 56 34MB

Introduction to Time Series and Forecasting

379 79 9MB

Introduction to Time Series and Forecasting

210 23 35MB

Universal Time-Series Forecasting with Mixture Predictors

171 27 1MB

Forecasting Security Alerts Based on Time Series

264 100 65MB

Advances in Time Series Analysis and Forecasting Selected Contributi

158 12 11MB

Computational Intelligence, Theory and Applications International Co

178 29 19MB

Economic Forecasting Based on Time Series Analysis

221 45 14MB

Elements of Nonlinear Time Series Analysis and Forecasting

261 65 14MB