Content Development: Robert Carroll, Phillip Oslin Content Management: Brian Fisher, Christina French Content Production: Preeti Saini, Shrawan Joshi, Pallavi Pandit, Stephanie Woodward, Sandra Rodriguez Product Marketing: Alicia Wilson Rights and Permissions: Anjali Singh Please contact www.AskPearsonSupport.com with any queries on this content. Please contact us with concerns about any potential bias at https://www.pearson.com/ report-bias.html. You can learn more about Pearson’s commitment to accessibility at https://www.pearson.com/ us/accessibility.html. Cover Image by Flavio Coelho/Moment/Getty Images. Copyright © 2025, 2021, 2017 by Pearson Education, Inc. or its affiliates, 221 River Street, Hoboken, NJ 07030. All Rights Reserved. Manufactured in the United States of America. This publication is protected by copyright, and permission should be obtained from the publisher prior to any prohibited reproduction, storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise. For information regarding permissions, request forms, and the appropriate contacts within the Pearson Education Global Rights and Permissions department, please visit www.pearsoned. com/permissions/. Acknowledgments of third-party content appear on the appropriate page within the text. PEARSON and MYLAB are exclusive trademarks owned by Pearson Education, Inc. or its affiliates in the U.S. and/or other countries. Unless otherwise indicated herein, any third-party trademarks, logos, or icons that may appear in this work are the property of their respective owners, and any references to third-party trademarks, logos, icons, or other trade dress are for demonstrative or descriptive purposes only. Such references are not intended to imply any sponsorship, endorsement, authorization, or promotion of Pearson’s products by the owners of such marks, or any relationship between the owner and Pearson Education, Inc., or its affiliates, authors, licensees, or distributors. Library of Congress Cataloging-in-Publication Data Names: Angel, Allen R., author. | Abbott, Christine D., author. | Runde, Dennis C., author. Title: A Survey of Mathematics with Applications / Allen R. Angel, Monroe Community College, Christine D. Abbott, Monroe Community College, Dennis C. Runde, State College of Florida, Manatee-Sarasota. Description: Twelfth edition. | Hoboken, NJ : Pearson, [2024] | Includes index. Identifiers: LCCN 2024000708 | ISBN 9780138306298 (print) | ISBN 9780138306274 (rental) | ISBN 9780138306342 (annotated instructor copy) Subjects: LCSH: Mathematics—Textbooks. Classification: LCC QA39.3 .A54 2024 | DDC 510—dc23/eng/20240201 LC record available at https://lccn.loc.gov/2024000708 Annotated Instructor’s Copy: ISBN-10: 0-13-830634-6 ISBN-13: 978-0-13-830634-2 Rental Edition: ISBN-10: 0-13-830627-3 ISBN-13: 978-0-13-830627-4 Print Offer: ISBN-10: 0-13-830629-X ISBN-13: 978-0-13-830629-8 $PrintCode
RkJQdWJsaXNoZXIy NjM5ODQ=