Modern Optimization with R
The goal of this book is to gather in a single document the most relevant concepts related to modern optimization methods, showing how such concepts and methods can be addressed using the open source, multi-platform R tool. Modern optimization methods, al
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Paulo Cortez
Modern Optimization with R
Use R! Series Editors: Robert Gentleman
Kurt Hornik
Giovanni Parmigiani
More information about this series at http://www.springer.com/series/6991
Use R! Albert: Bayesian Computation with R (2nd ed. 2009) Bivand/Pebesma/Gómez-Rubio: Applied Spatial Data Analysis with R (2nd ed. 2013) Cook/Swayne: Interactive and Dynamic Graphics for Data Analysis: With R and GGobi Hahne/Huber/Gentleman/Falcon: Bioconductor Case Studies Paradis: Analysis of Phylogenetics and Evolution with R (2nd ed. 2012) Pfaff: Analysis of Integrated and Cointegrated Time Series with R (2nd ed. 2008) Sarkar: Lattice: Multivariate Data Visualization with R Spector: Data Manipulation with R
Paulo Cortez
Modern Optimization with R
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Paulo Cortez Department of Information Systems University of Minho Guimarães, Portugal
ISSN 2197-5736 ISSN 2197-5744 (electronic) ISBN 978-3-319-08262-2 ISBN 978-3-319-08263-9 (eBook) DOI 10.1007/978-3-319-08263-9 Springer Cham Heidelberg New York Dordrecht London Library of Congress Control Number: 2014945630 Mathematics Subject Classification (2010): 68T20, 60-04, 62M10, 62M45, 65C05, 68T05, 97R40 © Springer International Publishing Switzerland 2014 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
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