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652 Pages
23.5 x 15.88 x 3.81
Hardcover
$129.75
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Industry Reviews
From the reviews:
MAA ONLINE
"I confess that when I first started reading this book I was intrigued by the new approach of real analysis but did not quite see what it might be good for. In the end, however, I was convinced that it could be a very good textbook, especially in courses taken mostly by engineering majors: I am sure these students would find the approach to the book attractive and motivating."
D. Estep
Practical Analysis in One Variable
"A very good textbook, especially in courses taken mostly by engineering majors: I am sure these students would find the approach to the book attractive and motivating."-MAA ONLINE
"The author attempts to place in this book the basic ideas of real analysis and numerical analysis together in an applied setting that is both accessible and motivational to beginners. The book, not written in the widespread 'theorem-proof' style common in most mathematical textbooks, includes a lot of background and review material, numerous examples, visualizations and alternate explanations of some key ideas, and a big variety of exercises." (Peter Bundschuh, Zentralblatt MATH, Vol. 1038 (13), 2004)
"This book comes from a live human being, not from a publisher's marketing group. ... Estep has a very radical philosophy of teaching. For each topic, he frankly tells the reader why we want to do this, why we need to do it this way, and then he actually does it! Completely, correctly, and readably! ... For the reader who wants to teach himself analysis, I can think of no better book for self study." (Reuben Hersh, SIAM Review, Vol. 45 (2), 2003)
"Estep combines the basic ideas of real analysis and numerical analysis in an applied framework. This framework is beautifully presented in the context of a fundamental approach to applied mathematical problem solving ... . The book is written in an engaging manner ... . Background and reviewmaterial and numerous examples ... are provided in a very appealing manner. Abstract concepts are carefully explained and supported with a wealth of examples and illustrations ... . Summing Up: Highly recommended." (D. E. Bentil, CHOICE, July, 2003)
"The book contains most of the classical topics in real analysis, but they are presented in the context of approximating solutions of physical models, a fundamental problem in applied mathematics. ... I was convinced that it could be a very good text book, especially in courses taken mostly by engineering majors: I am sure these students will find the approach of the book attractive and motivating." (Mihaela Poplicher, MAA Online, July, 2003)
"This book is intended either for an honors calculus sequence or for the first real analysis course for mathematics majors who have completed the calculus sequence. ... There is an abundance of exercises ranging from simple computations to estimates to computational projects. There is emphasis on providing explanation in solutions, and some exercises call for proofs of theorems. It should be an interesting book for either of the intended uses." (G. A. Heuer, Mathematical Reviews, 2003 h)
"The book includes background and review material, numerous examples, visualizations and alternate explanations of some key ideas, and a variety of exercises ranging from simple computations to analysis and estimates to computations on a computer. The book is thought for an honors calculus sequence typically taken by first-year undergraduates planning to major in engineering, mathematics, and science and for an introductory course in rigorous real analysis offered to mathematics majors." (Zentralblatt fuer Didaktik der Mathematik, Issue 1, 2003)
| Preface | p. vii |
| Introduction | p. 1 |
| Numbers and Functions, Sequences and Limits | p. 5 |
| Mathematical Modeling | p. 7 |
| The Dinner Soup Model | p. 8 |
| The Muddy Yard Model | p. 10 |
| Mathematical Modeling | p. 11 |
| Natural Numbers Just Aren't Enough | p. 15 |
| The Natural Numbers | p. 15 |
| Infinity or Is There a Largest Natural Number? | p. 18 |
| A Controversy About the Set of Natural Numbers | p. 19 |
| Subtraction and the Integers | p. 21 |
| Division and the Rational Numbers | p. 23 |
| Distance and the Absolute Value | p. 24 |
| Computer Representation of Integers | p. 25 |
| Infinity and Mathematical Induction | p. 29 |
| The Need for Induction | p. 29 |
| The Principle of Mathematical Induction | p. 31 |
| Using Induction | p. 32 |
| A Model of an Insect Population | p. 33 |
| Rational Numbers | p. 37 |
| Operating with Rational Numbers | p. 38 |
| Decimal Expansions of Rational Numbers | p. 40 |
| The Set of Rational Numbers | p. 45 |
| The Verhulst Model of Populations | p. 45 |
| A Model of Chemical Equilibrium | p. 46 |
| The Rational Number Line | p. 47 |
| Functions | p. 51 |
| Functions | p. 51 |
| Functions and Sets | p. 53 |
| Graphing Functions of Integers | p. 55 |
| Graphing Functions of Rational Numbers | p. 58 |
| Polynomials | p. 61 |
| Polynomials | p. 61 |
| The ¿ Notation for Sums | p. 62 |
| Arithmetic with Polynomials | p. 63 |
| Equality of Polynomials | p. 67 |
| Graphs of Polynomials | p. 68 |
| Piecewise Polynomial Functions | p. 68 |
| Functions, Functions, and More Functions | p. 73 |
| Linear Combinations of Functions | p. 73 |
| Multiplication and Division of Functions | p. 76 |
| Rational Functions | p. 78 |
| Composition of Functions | p. 79 |
| Lipschitz Continuity | p. 83 |
| Continuous Behavior and Linear Functions | p. 83 |
| The Definition of Lipschitz Continuity | p. 85 |
| Bounded Sets of Numbers | p. 88 |
| Monomials | p. 89 |
| Linear Combinations of Functions | p. 92 |
| Bounded Functions | p. 93 |
| Products and Quotients of Functions | p. 94 |
| The Composition of Functions | p. 96 |
| Sequences and Limits | p. 99 |
| The First Encounter with Sequences and Limits | p. 99 |
| The Mathematical Definition of a Limit | p. 101 |
| Some Background on the Definition of a Limit | p. 106 |
| Divergent Sequences | p. 107 |
| Infinite Series | p. 108 |
| Limits Are Unique | p. 110 |
| Arithmetic with Sequences | p. 111 |
| Functions and Sequences | p. 113 |
| Sequences with Rational Elements | p. 116 |
| Calculus and Computing Limits | p. 117 |
| Computer Representation of Rational Numbers | p. 118 |
| Solving the Muddy Yard Model | p. 125 |
| Rational Numbers Just Aren't Enough | p. 125 |
| Infinite Nonperiodic Decimal Expansions | p. 128 |
| The Bisection Algorithm for the Muddy Yard Model | p. 129 |
| The Bisection Algorithm Converges | p. 131 |
| and the Limit Solves the Muddy Yard Model | p. 132 |
| Real Numbers | p. 135 |
| Irrational Numbers | p. 136 |
| Arithmetic with Irrational Numbers | p. 138 |
| Inequalities for Irrational Numbers | p. 141 |
| The Real Numbers | p. 143 |
| Please Oh Please, Let the Real Numbers Be Enough | p. 143 |
| Some History of the Real Numbers | p. 148 |
| Functions of Real Numbers | p. 153 |
| Functions of a Real Variable | p. 153 |
| Extending Functions of Rational Numbers | p. 154 |
| Graphing Functions of a Real Variable | p. 156 |
| Limits of a Function of a Real Variable | p. 158 |
| The Bisection Algorithm | p. 165 |
| The Bisection Algorithm for General Root Problems | p. 165 |
| Solving the Model of Chemical Equilibrium | p. 166 |
| The Bisection Algorithm Converges | p. 168 |
| When to Stop the Bisection Algorithm | p. 170 |
| Power Functions | p. 171 |
| Computing Roots by the Decasection Algorithm | p. 172 |
| Inverse Functions | p. 179 |
| A Geometric Investigation | p. 179 |
| An Analytic Investigation | p. 183 |
| Fixed Points and Contraction Maps | p. 191 |
| The Greeting Card Sales Model | p. 192 |
| The Free Time Model | p. 193 |
| Fixed Point Problems and Root Problems | p. 194 |
| Solving the Greeting Card Sales Model | p. 197 |
| The Fixed Point Iteration | p. 200 |
| Convergence of the Fixed Point Iteration | p. 201 |
| Rates of Convergence | p. 206 |
| Differential and Integral Calculus | p. 215 |
| The Linearization of a Function at a Point | p. 217 |
| The Imprecision of Lipschitz Continuity | p. 217 |
| Linearization at a Point | p. 221 |
| A Systematic Approach | p. 224 |
| Strong Differentiability and Smoothness | p. 228 |
| Analyzing the Behavior of a Population Model | p. 231 |
| A General Population Model | p. 231 |
| Equilibrium Points and Stability | p. 232 |
| Interpretations of the Derivative | p. 237 |
| A Geometric Picture | p. 237 |
| Rates of Change | p. 240 |
| Differentiability and Strong Differentiability | p. 242 |
| Differentiability on Intervals | p. 245 |
| Strong Differentiability on Intervals | p. 245 |
| Uniform Strong Differentiability | p. 250 |
| Uniform Strong Differentiability and Smoothness | p. 251 |
| Closed Intervals and One-Sided Linearization | p. 253 |
| Differentiability on Intervals | p. 256 |
| Useful Properties of the Derivative | p. 259 |
| Linear Combinations of Functions | p. 259 |
| Products of Functions | p. 261 |
| Composition of Functions | p. 263 |
| Quotients of Functions | p. 265 |
| Derivatives of Derivatives: Descent into Despair | p. 266 |
| The Mean Value Theorem | p. 269 |
| A Constructive Proof | p. 271 |
| An Application to Monotonicity | p. 276 |
| Derivatives of Inverse Functions | p. 279 |
| The Lipschitz Continuity of an Inverse Function | p. 279 |
| The Differentiability of an Inverse Function | p. 281 |
| Modeling with Differential Equations | p. 285 |
| Newton's Law of Motion | p. 286 |
| Einstein's Law of Motion | p. 288 |
| Describing Differential Equations | p. 288 |
| Solutions of Differential Equations | p. 290 |
| Uniqueness of Solutions | p. 292 |
| Solving Galileo's Model of a Free-Falling Object | p. 296 |
| Antidifferentiation | p. 301 |
| Antidifferentiation | p. 302 |
| The Indefinite Integral | p. 302 |
| Sophisticated Guesswork | p. 303 |
| The Method of Substitution | p. 305 |
| The Language of Differentials | p. 307 |
| The Method of Integration by Parts | p. 309 |
| Definite Integrals | p. 310 |
| Integration | p. 315 |
| A Simple Case | p. 316 |
| A First Attempt at Approximation | p. 317 |
| Approximating the Solution on a Large Interval | p. 318 |
| Uniform Cauchy Sequences of Functions | p. 323 |
| Convergence of the Integration Approximation | p. 327 |
| The Limit Solves the Differential Equation | p. 331 |
| The Fundamental Theorem of Calculus | p. 333 |
| Properties of the Integral | p. 339 |
| Linearity | p. 339 |
| Monotonicity | p. 340 |
| Playing with the Limits | p. 341 |
| More on Definite and Indefinite Integrals | p. 343 |
| Applications of the Integral | p. 345 |
| Area Under a Curve | p. 346 |
| Average Value of a Function | p. 351 |
| Rocket Propulsion and the Logarithm | p. 355 |
| A Model of Rocket Propulsion | p. 355 |
| The Definition and Graph of the Logarithm | p. 358 |
| Two Important Properties of the Logarithm | p. 359 |
| Irrational Exponents | p. 361 |
| Power Functions | p. 362 |
| Change of Base | p. 363 |
| Solving the Model of Rocket Propulsion | p. 364 |
| Derivatives and Integrals Involving the Logarithm | p. 365 |
| Constant Relative Rate of Change and the Exponential | p. 369 |
| Models Involving a Constant Relative Rate of Change | p. 369 |
| The Exponential Function | p. 371 |
| Solution of the Model for Constant Relative Rate of Change | p. 374 |
| More on Integrating Factors | p. 375 |
| General Exponential Functions | p. 377 |
| Rates of Growth of the Exponential and Logarithm | p. 379 |
| Justification of the Continuous Model | p. 380 |
| A Mass-Spring System and the Trigonometric Functions | p. 387 |
| Hooke's Model of a Mass-Spring System | p. 387 |
| The Smoothness of Trigonometric Functions | p. 389 |
| Solving the Model for a Mass-Spring System | p. 394 |
| Inverse Trigonometric Functions | p. 396 |
| Fixed Point Iteration and Newton's Method | p. 407 |
| Linearization and the Fixed Point Iteration | p. 407 |
| Global Convergence and Local Behavior | p. 408 |
| High Order Convergence | p. 414 |
| Newton's Method | p. 417 |
| Some Interpretations and History of Newton's Method | p. 420 |
| What Is the Error in an Approximate Root? | p. 422 |
| Globally Convergent Methods | p. 424 |
| When Good Derivatives Are Hard to Find | p. 426 |
| Unanswered Questions | p. 429 |
| Calculus Quagmires | p. 435 |
| You Want Analysis? We've Got Your Analysis Right Here | p. 439 |
| Notions of Continuity and Differentiability | p. 441 |
| A General Notion of Continuity | p. 441 |
| Properties of Continuous Functions | p. 443 |
| Continuity on an Interval | p. 443 |
| Differentiability and Strong Differentiability | p. 448 |
| Weierstrass' Principle and Uniform Continuity | p. 451 |
| Some Differentiability Equivalences | p. 457 |
| Sequences of Functions | p. 463 |
| Uniform Convergence and Continuity | p. 465 |
| Uniform Convergence and Differentiability | p. 467 |
| Uniform Convergence and Integrability | p. 471 |
| Unanswered Questions | p. 472 |
| Relaxing Integration | p. 477 |
| Continuous Functions | p. 477 |
| General Meshes | p. 482 |
| Application to Computing the Length of a Curve | p. 487 |
| Delicate Limits and Gross Behavior | p. 493 |
| Functions and Infinity | p. 493 |
| L'Hôpital's Rule | p. 496 |
| Orders of Magnitude | p. 502 |
| The Weierstrass Approximation Theorem | p. 509 |
| The Binomial Expansion | p. 510 |
| The Law of Large Numbers | p. 513 |
| The Modulus of Continuity | p. 516 |
| The Bernstein Polynomials | p. 517 |
| Accuracy and Convergence | p. 521 |
| Unanswered Questions | p. 522 |
| The Taylor Polynomial | p. 525 |
| A Quadratic Approximation | p. 525 |
| Taylor's Representation of a Polynomial | p. 526 |
| The Taylor Polynomial for a General Function | p. 528 |
| The Error of the Taylor Polynomial | p. 530 |
| Another Point of View | p. 534 |
| Accuracy and Convergence | p. 535 |
| Unanswered Questions | p. 538 |
| Some History of Taylor Polynomials | p. 539 |
| Polynomial Interpolation | p. 543 |
| Existence and Uniqueness | p. 544 |
| The Error of a Polynomial Interpolant | p. 548 |
| Accuracy and Convergence | p. 550 |
| A Piecewise Polynomial Interpolant | p. 553 |
| Unanswered Questions | p. 555 |
| Nonlinear Differential Equations | p. 559 |
| A Warning | p. 566 |
| The Picard Iteration | p. 569 |
| Operators and Spaces of Functions | p. 570 |
| A Fixed Point Problem for a Differential Equation | p. 571 |
| The Banach Contraction Mapping Principle | p. 573 |
| Picard's Iteration | p. 575 |
| Unanswered Questions | p. 578 |
| The Forward Euler Method | p. 583 |
| The Forward Euler Method | p. 583 |
| Equicontinuity and Arzela's Theorem | p. 586 |
| Convergence of Euler's Method | p. 592 |
| Uniqueness and Continuous Dependence on Initial Data | p. 596 |
| More on the Convergence of Euler's Method | p. 598 |
| Unanswered Questions | p. 599 |
| A Conclusion or an Introduction? | p. 605 |
| References | p. 607 |
| Index | p. 609 |
| Table of Contents provided by Publisher. All Rights Reserved. |
ISBN: 9780387954844
ISBN-10: 0387954848
Series: Springer Undergraduate Texts in Mathematics and Technology
Published: 24th September 2002
Format: Hardcover
Language: English
Number of Pages: 652
Audience: General Adult
Publisher: Springer Nature B.V.
Country of Publication: US
Dimensions (cm): 23.5 x 15.88 x 3.81
Weight (kg): 1.05
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