Description |
1 online resource (317 pages) |
Series |
Textbooks in Mathematics |
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Textbooks in Mathematics
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Contents |
Cover; Half title; Textbooks in mathematics; Title; Copyrights; Contents; Preface; Chapter 1 Modeling Concepts, Visualization, and Interpretation; 1.1 Modeling and Representation; 1.2 Articulation and Interpretation Using Calculus; 1.3 Transformations of Functions; 1.4 Sensitivity; Chapter Synthesis; Chapter 2 Modeling with Calculus; 2.1 Using Derivatives and Rates of Change; 2.2 Optimization; 2.3 Accumulation; 2.4 Volumes; 2.5 Sequences and Series; Chapter Synthesis; Chapter 3 Modeling with Linear Algebra; 3.1 Systems of Linear Equations; 3.2 Discrete Stochastic Processes; 3.3 Optimization |
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3.4 Linear Techniques for Data Analysis -- Least Squares Regression3.5 Linear Techniques for Data Analysis -- Seriation; 3.6 Linear Techniques for Data Analysis -- Singular Value Decompo- sition; Chapter Synthesis; Chapter 4 Modeling with Differential Equations; 4.1 Introduction and Terminology; 4.2 First Order Differential Equations; 4.3 Systems of First Order Differential Equations; 4.4 Second Order Differential Equations; Chapter Synthesis; Chapter 5 Additional Topics in Modeling; 5.1 Monte Carlo Simulation; 5.2 Equation-Based Models versus Agent-Based Models; 5.3 Modeling Using Game Theory |
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5.4 Optimization with Voronoi DiagramsChapter Synthesis; Bibliography; Solutions; Index |
Notes |
Print version record |
Subject |
Mathematical models -- Textbooks
|
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Mathematics -- Textbooks
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Mathematical models
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Mathematics
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Genre/Form |
Textbooks
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Form |
Electronic book
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Author |
Luke, Nicolas S
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Yokley, Karen A
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ISBN |
9781498770736 |
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1498770738 |
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