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The Basics of Practical Optimization Summary:By Adam B. Levy
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 material, 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, along with instruction on using numerical methods to solve models and making informed use of the results. It also includes 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 levels 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; and 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: List of Figures List of Tables Preface Chapter 1: Modeling Appendix of Asides Bibliography Index password: gigaxkwb Please select one mirror to download
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Sponsored LinksThe Basics of Practical Optimization Keywordschapter practical optimization methods problems lab implementations calculus computer appendix homework variables constraints activities basics in class multivariable asides textbook modifications practical optimization prototypical examples step by step solutions optimization model numerical methods includes information making informed presents step by step handy appendix undergraduate studentsThe Basics of Practical Optimization download copyrightThis site does not store The Basics of Practical Optimization on its server. We only index and link to The Basics of Practical Optimization provided by other sites. Please contact the content providers to delete The Basics of Practical Optimization if any and email us, we'll remove relevant links or contents immediately. |
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