Michael Paluszek - MATLAB Machine Learning Recipes: A Problem-Solution Approach

MATLAB Machine Learning Recipes A Problem-Solution Approach Second Edition Michael Paluszek Stephanie Thomas MATLAB MachineLearning RecipesA Problem-Solution ApproachSecond EditionMichael PaluszekStephanie ThomasMATLAB Machine Learning Recipes: A Problem-Solution Approach Michael Paluszek Stephanie Thomas Plainsboro, NJ Plainsboro, NJ USA USA ISBN-13 (pbk): 978-1-4842-3915-5 ISBN-13 (electronic): 978-1-4842-3916-2 https://doi.org/10.1007/978-1-4842-3916-2 Library of Congress Control Number: 2018967208 Copyright 2019 by Michael Paluszek and Stephanie Thomas 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. Trademarked names, logos, and images may appear in this book. Rather than use a trademark symbol with every occurrence of a trademarked name, logo, or image we use the names, logos, and images only in an editorial fashion and to the benefit of the trademark owner, with no intention of infringement of the trademark. The use in this publication of trade names, trademarks, service marks, and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. 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. Managing Director, Apress Media LLC: Welmoed Spahr Acquisitions Editor: Steve Anglin Development Editor: Matthew Moodie Coordinating Editor: MarkPowers Cover designed by eStudioCalamar Cover image designed by Freepik (http://www.freepik.com) Distributed to the book trade worldwide by Springer Science+Business Media New York, 233 Spring Street, 6th Floor, New York, NY 10013. Phone 1-800-SPRINGER, fax (201) 348-4505, e-mail Apress Media, LLC is a California LLC and the sole member (owner) is Springer Science + Business Media Finance Inc (SSBM Finance Inc). SSBM Finance Inc is a Delaware corporation. For information on translations, please e-mail Apress and friends of ED books may be purchased in bulk for academic, corporate, or promotional use. eBook versions and licenses are also available for most titles.

For more information, reference our Special Bulk Sales-eBook Licensing web page at www.apress.com/bulk-sales. Any source code or other supplementary materials referenced by the author in this text are available to readers at www.apress.com. For detailed information about how to locate your books source code, go to www.apress.com/source-code/. Readers can also access source code at SpringerLink in the Supplementary Material section for each chapter. Printed on acid-free paper Contents III CONTENTS IV CONTENTS V CONTENTS VI CONTENTS VII CONTENTS VIII CONTENTS IX CONTENTS X CONTENTS XI CONTENTS XII CONTENTS XIII About the AuthorsMichael Paluszek is President of Princeton Satellite Systems, Inc. Mr. Mr.

Paluszek founded PSS in 1992 to provide aerospace consulting services. He used MATLAB to develop the control system and simulations for the Indostar-1 geosynchronous communications satellite. This led to the launch of Princeton Satellite Systems first commercial MAT LAB toolbox, the Spacecraft Control Toolbox, in 1995. Since then he has developed toolboxes and software packages for air craft, submarines, robotics, and nuclear fusion propulsion, re sulting in Princeton Satellite Systems current extensive product line. He is working with the Princeton Plasma Physics Laboratory on a compact nuclear fusion reactor for energy generation and space propulsion. Prior to founding PSS, Mr.

Paluszek was an engineer at GE Astro Space in East Windsor, NJ. At GE he designed the Global Geospace Science Polar despun platform control system and led the design of the GPS IIR attitude control system, the Inmarsat-3 attitude control systems and the Mars Observer delta-V control system, leveraging MATLAB for control design. Mr. Paluszek also worked on the attitude determination system for the DMSP meteorological satellites. Mr. Paluszek flew communication satellites on over twelve satellite launches, including the GSTAR III recovery, the first transfer of a satellite to an operational orbit using electric thrusters.

At Draper Laboratory Mr. Paluszek worked on the Space Shuttle, Space Station and submarine navigation. His Space Station work included designing of Control Moment Gyro based control systems for attitude control. Mr. Paluszek received his bachelors degree in Electrical Engineering, and masters and engineers degrees in Aeronautics and Astronautics from the Massachusetts Institute of Technology. Patents. Mr. Mr.

Paluszek is the author of MATLAB Recipes and MATLAB Machine Learning both published by Apress. XV