Adam B. Levy
Other Titles in Applied Mathematics 114
This textbook provides undergraduate students with an introduction to optimization and its uses for relevant and realistic problems. The only prerequisite for readers is a basic understanding of multivariable calculus because additional materials, such as explanations of matrix tools, are provided in a series of Asides both throughout the text at relevant points and in a handy appendix.
The Basics of Practical Optimization presents
• step-by-step solutions for five prototypical examples that fit the general optimization model,
• instruction on using numerical methods to solve models and making informed use of the results,
• information on how to optimize while adjusting the method to accommodate various practical concerns,
• three fundamentally different approaches to optimizing functions under constraints, and
• ways to handle the special case when the variables are integers.
The author provides four types of learn-by-doing activities through the book:
• Exercises meant to be attempted as they are encountered and that are short enough for in-class use
• Problems for lengthier in-class work or homework
• Computational Problems for homework or a computer lab session
• Implementations usable as collaborative activities in the computer lab over extended periods of time
The accompanying Web site offers the Mathematica notebooks that support the Implementations.
Audience
This textbook is appropriate for undergraduate students who have taken a multivariable calculus course.
Contents
Preface
Index
About the Author
Adam Levy is Professor and Chair of the Department of Mathematics at Bowdoin College. He was recognized in 1997 with the college’s Sydney B. Korofsky prize for excellence in undergraduate teaching and has published over two dozen journal articles on optimization.
To request an examination copy or desk copy of this book, please use our online request form at www.siam.org/catalog/adopt.php.
Keywords
optimization; linear programming; applied mathematics; modeling; numerical methods
Instructors can request copies of a full solutions manual to the Exercises and Problems and Mathematica solutions to the modeling examples in Chapter 1 by writing to griscom@siam.org.
2009 / xviii + 149 pages / Softcover
ISBN: 978-0-898716-79-5
List Price $69.50/ SIAM Member Price $48.65/ Order Code OT114 |
