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1 | (38) |
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1.1 Function, Domain, and Range |
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1 | (7) |
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1.2 Various Types of Functions |
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8 | (7) |
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1.3 Important Examples of Functions |
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15 | (8) |
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23 | (6) |
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29 | (1) |
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1.6 Proofs, Mathematical Induction |
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30 | (2) |
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1.7 Geometric Transformation of Functions |
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32 | (1) |
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33 | (6) |
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39 | (16) |
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2.1 Idea and Definition of the Limit |
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39 | (5) |
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44 | (4) |
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48 | (3) |
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51 | (1) |
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52 | (3) |
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55 | (48) |
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3.1 Definition of the Derivative |
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55 | (4) |
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3.2 Derivative of Elementary Functions |
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59 | (5) |
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3.3 Some Differentiation Formulas |
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64 | (13) |
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3.4 Derivatives of Higher Order |
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77 | (1) |
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3.5 A Basic Differential Equation |
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78 | (5) |
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3.6 Differentials, Newton-Raphson Approximation |
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83 | (7) |
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3.7 Indeterminate Forms and l'Hopital's Rule |
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90 | (7) |
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97 | (2) |
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99 | (4) |
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103 | (26) |
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4.1 Extremum Values of Functions |
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103 | (3) |
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106 | (2) |
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4.3 Further Properties of Extremum Values |
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108 | (2) |
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4.4 Convexity and Concavity |
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110 | (3) |
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4.5 Applications of Optimization |
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113 | (13) |
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126 | (3) |
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129 | (24) |
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5.1 Sequences and Their Limits |
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129 | (5) |
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134 | (7) |
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5.3 Alternating Series, Absolute and Conditional Convergence |
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141 | (1) |
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142 | (6) |
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148 | (5) |
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153 | (40) |
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153 | (1) |
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154 | (2) |
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6.3 Antiderivatives and Rules of Integration |
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156 | (4) |
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6.4 Integration by Substitution |
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160 | (3) |
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163 | (6) |
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6.6 The Fundamental Theorem of Calculus |
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169 | (4) |
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6.7 Trigonometric Integrals |
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173 | (6) |
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6.8 Partial Fractions and Integration |
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179 | (2) |
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181 | (5) |
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6.10 Additional Tables of Integrals |
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186 | (4) |
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190 | (3) |
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7 Applications of Integration |
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193 | (46) |
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193 | (9) |
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7.2 Determination of Length, Area, and Volume |
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202 | (10) |
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7.3 Definite Integral as Average |
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212 | (3) |
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7.4 Applications to Business and Industry |
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215 | (8) |
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7.4.1 Present and Future Values |
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215 | (3) |
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218 | (1) |
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7.4.3 Applications in Business |
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219 | (4) |
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7.5 Applications to Mechanics and Engineering |
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223 | (5) |
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7.6 Integrals and Probability |
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228 | (6) |
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234 | (5) |
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8 Functions of Several Variables |
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239 | (68) |
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239 | (6) |
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8.2 Situations Modeled by Functions of More Than One Variable |
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245 | (2) |
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8.3 Continuity of Functions of Several Variables |
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247 | (4) |
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8.4 Partial Derivatives with Applications |
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251 | (22) |
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8.5 Optimization of Functions of Two Variables |
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273 | (15) |
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8.5.1 Unconstrained Optimization |
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273 | (12) |
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8.5.2 Constrained Optimization |
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285 | (3) |
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8.6 Taylor Expansion in Two Variables |
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288 | (3) |
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8.7 Integration of Functions of Several Variables |
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291 | (7) |
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8.8 Applications of Double Integrals |
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298 | (4) |
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8.8.1 Population of a City |
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298 | (1) |
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8.8.2 Average Value of a Function of Two Variables |
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299 | (1) |
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8.8.3 Joint Probability Density Functions |
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300 | (2) |
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302 | (5) |
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307 | (76) |
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307 | (1) |
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308 | (12) |
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9.3 Differential Calculus of Vector Fields |
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320 | (20) |
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321 | (5) |
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9.3.2 Vector Fields in Several Dimensions |
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326 | (11) |
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337 | (3) |
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9.4 Integration in Vector Fields |
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340 | (12) |
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340 | (7) |
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347 | (5) |
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9.5 Fundamental Theorems of Vector Calculus |
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352 | (11) |
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9.5.1 The Theorem of Green and Ostrogradski |
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352 | (3) |
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9.5.2 The Divergence Theorem of Gauss |
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355 | (5) |
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9.5.3 The Theorem of Stokes |
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360 | (3) |
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9.6 Applications of Vector Calculus to Engineering Problems |
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363 | (15) |
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9.6.1 Elements of Vector Calculus and the Physical World |
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364 | (8) |
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9.6.2 Applications of Line Integrals |
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372 | (2) |
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9.6.3 An Example of Planar Fluid Flow-Hurricane |
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374 | (4) |
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378 | (5) |
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10 Fourier Methods with Applications |
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383 | (44) |
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383 | (1) |
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10.2 Orthonormal Systems and Fourier Series |
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384 | (27) |
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10.2.1 Orthonormal Systems |
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384 | (6) |
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390 | (12) |
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10.2.3 Further Properties of Fourier Series |
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402 | (9) |
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10.3 The Fourier Transform |
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411 | (11) |
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10.3.1 Basic Properties of the Fourier Transform |
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411 | (8) |
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419 | (2) |
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10.3.3 The Discrete Fourier Transform |
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421 | (1) |
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10.4 Application of Fourier Methods to Signal Analysis |
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422 | (2) |
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424 | (3) |
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11 Differential Equations |
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427 | (48) |
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11.1 Introduction and Basic Notions |
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428 | (6) |
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11.2 Separation of Variables |
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434 | (3) |
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11.3 First-Order Linear Equations |
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437 | (2) |
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11.4 Solution by Substitution |
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439 | (9) |
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11.4.1 Homogeneous Equations |
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439 | (2) |
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11.4.2 Bernoulli Equations |
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441 | (2) |
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11.4.3 Reduction of Order |
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443 | (1) |
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11.4.4 Homogeneous Linear Equations with Constant Coefficients |
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444 | (4) |
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11.5 Modeling with Differential Equations |
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448 | (12) |
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448 | (1) |
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449 | (4) |
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11.5.3 Pollution of Lakes |
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453 | (1) |
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11.5.4 The Quantity of a Drug in the Body |
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454 | (1) |
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11.5.5 Spread of Diseases, Technologies and Rumor |
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455 | (2) |
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11.5.6 Application of Newton's Law of Cooling |
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457 | (1) |
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11.5.7 Application of Newton's Cooling Law for Determining Time of Death |
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458 | (2) |
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11.6 Introduction to Partial Differential Equations |
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460 | (4) |
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11.7 Applications of Fourier Methods to Partial Differential Equations |
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464 | (7) |
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11.7.1 Fourier Methods for the Wave Equation |
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465 | (4) |
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11.7.2 Fourier Methods for the Heat Equation |
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469 | (1) |
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11.7.3 Fourier Methods for the Laplace Equation |
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470 | (1) |
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471 | (4) |
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475 | (34) |
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475 | (1) |
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12.2 Important Elements of MATLAB |
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476 | (6) |
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12.2.1 Advantages of MATLAB |
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476 | (1) |
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12.2.2 How to Run MATLAB? |
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476 | (4) |
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480 | (2) |
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12.3 Visualization of Scalar- and Vector-Valued Function |
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482 | (7) |
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12.3.1 Plotting Scalar Functions with MATLAB |
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482 | (5) |
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12.3.2 Plots for Vector-Valued Functions in 2D and 3D |
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487 | (2) |
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12.4 Certain Topics of Calculus with MATLAB |
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489 | (18) |
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12.4.1 Differentiation and Integration |
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489 | (2) |
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12.4.2 Finding Limits of Functions |
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491 | (2) |
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12.4.3 Sequences and Series |
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493 | (1) |
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12.4.4 Solving Ordinary Differential Equations (ODEs) |
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494 | (4) |
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12.4.5 Animated Phase Portraits of Nonlinear and Chaotic Dynamical Systems |
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498 | (4) |
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12.4.6 Finding Minima and Maxima |
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502 | (1) |
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503 | (4) |
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507 | (2) |
Appendix A Real Numbers and Inequalities |
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509 | (4) |
Appendix B Analytic Geometry |
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513 | (4) |
Appendix C Trigonometry |
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517 | (6) |
Appendix D |
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523 | (20) |
Solutions of Selected Exercises |
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543 | (98) |
References |
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641 | (2) |
Index |
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643 | |