Preface to the Third Edition |
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Preface to the Second Edition |
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vii | |
Preface to the First Edition |
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ix | |
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Chapter 1 Mathematical Modeling |
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1 | (50) |
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1.1 Mathematics for Modeling |
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1 | (11) |
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1 | (3) |
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1.1.2 Linear and Nonlinear Equations |
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4 | (4) |
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1.1.3 Exponential Function of Matrices |
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8 | (2) |
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10 | (2) |
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12 | (10) |
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12 | (1) |
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13 | (3) |
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1.2.3 Michaelis Menten Reduction |
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16 | (2) |
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18 | (1) |
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19 | (3) |
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1.3 Systems of Differential Equations |
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22 | (10) |
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22 | (5) |
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27 | (3) |
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30 | (2) |
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32 | (9) |
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32 | (1) |
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1.4.2 Prey Predator Systems |
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33 | (3) |
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1.4.3 Competitive Systems |
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36 | (2) |
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1.4.4 Hamilton Structure of Ecological Models |
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38 | (3) |
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1.5 Models in Cell Biology |
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41 | (5) |
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41 | (2) |
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43 | (2) |
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45 | (1) |
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46 | (5) |
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46 | (2) |
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1.6.2 Nerve Impulse Transmission |
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48 | (3) |
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Chapter 2 Field Formation |
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51 | (40) |
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51 | (9) |
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51 | (3) |
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54 | (6) |
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2.2 Basic Notions of Vector Analysis |
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60 | (17) |
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60 | (5) |
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65 | (6) |
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71 | (4) |
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2.2.4 Material Derivatives |
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75 | (2) |
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77 | (14) |
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77 | (5) |
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82 | (4) |
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86 | (2) |
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88 | (3) |
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Chapter 3 Objects and Coordinates |
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91 | (34) |
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91 | (14) |
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91 | (4) |
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95 | (5) |
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100 | (5) |
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105 | (20) |
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105 | (2) |
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3.2.2 Integration on Surfaces |
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107 | (4) |
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111 | (1) |
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3.3 Transformation of Coordinates |
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112 | (1) |
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3.3.1 Orthogonal Coordinates |
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112 | (5) |
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117 | (2) |
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3.3.3 Co-variant Derivatives |
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119 | (6) |
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Chapter 4 Languages of Modern Geometry |
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125 | (38) |
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125 | (11) |
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4.1.1 Differential Forms in R3 |
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125 | (5) |
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4.1.2 Differential Forms in Rn |
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130 | (4) |
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134 | (2) |
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136 | (17) |
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4.2.1 Differential Forms on Surfaces |
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136 | (4) |
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4.2.2 Tangent and Co-tangent Spaces |
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140 | (3) |
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4.2.3 Ortho-normal Frames |
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143 | (4) |
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147 | (3) |
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150 | (3) |
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153 | (10) |
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153 | (4) |
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4.3.2 Vector Fields on Manifolds |
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157 | (2) |
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159 | (4) |
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163 | (58) |
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163 | (17) |
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5.1.1 Local Maxima and Minima |
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163 | (2) |
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165 | (1) |
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166 | (6) |
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5.1.4 Adjoint Gradient Method |
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172 | (4) |
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5.1.5 Optimization with Constraints |
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176 | (4) |
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180 | (13) |
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5.2.1 Method of Simplices |
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180 | (5) |
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185 | (4) |
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189 | (4) |
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193 | (13) |
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193 | (6) |
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5.3.2 Kuhn Tucker Duality |
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199 | (4) |
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5.3.3 Duality Theorem Revisited |
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203 | (3) |
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206 | (5) |
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206 | (2) |
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208 | (3) |
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5.5 Statistical Inferences |
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211 | (10) |
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5.5.1 Statistical Optimizations |
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211 | (2) |
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5.5.2 Statistical Optimization with Constraints |
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213 | (3) |
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5.5.3 Classifications of the Data |
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216 | (5) |
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Chapter 6 Calculus of Variation |
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221 | (42) |
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6.1 Isoperimetric Inequalities |
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221 | (8) |
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221 | (4) |
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225 | (4) |
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229 | (14) |
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229 | (3) |
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232 | (3) |
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235 | (2) |
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237 | (6) |
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243 | (11) |
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243 | (2) |
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6.3.2 Minimizing Sequences |
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245 | (2) |
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247 | (3) |
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6.3.4 Lower Semi-Continuity |
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250 | (4) |
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254 | (9) |
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6.4.1 Finite Difference Methods |
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254 | (1) |
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6.4.2 Finite Element Methods |
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255 | (2) |
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257 | (6) |
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Chapter 7 Infinite-Dimensional Analysis |
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263 | (78) |
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263 | (8) |
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7.1.1 Bounded Linear Operators |
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263 | (2) |
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7.1.2 Representation Theorem of Riesz |
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265 | (4) |
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7.1.3 Complete Orthonormal Systems |
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269 | (2) |
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271 | (19) |
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271 | (3) |
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274 | (5) |
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7.2.3 Uniform Convergences |
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279 | (3) |
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7.2.4 Pointwise Convergences |
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282 | (3) |
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7.2.5 Fourier Transformations |
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285 | (5) |
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290 | (24) |
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7.3.1 Vibrating Membranes |
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290 | (6) |
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296 | (4) |
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7.3.3 Self-Adjoint Operators |
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300 | (2) |
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302 | (3) |
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305 | (2) |
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7.3.6 Eigenfunction Expansions |
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307 | (3) |
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310 | (2) |
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7.3.8 Hilbert Schmidt Operators |
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312 | (2) |
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314 | (27) |
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314 | (3) |
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7.4.2 Locally Convex Spaces |
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317 | (2) |
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319 | (2) |
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321 | (3) |
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324 | (1) |
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7.4.6 Definitions and Examples |
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325 | (3) |
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7.4.7 Fundamental Properties |
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328 | (4) |
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332 | (2) |
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334 | (2) |
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7.4.10 Fourier Transformations Revisited |
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336 | (5) |
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341 | (46) |
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341 | (23) |
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341 | (11) |
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352 | (7) |
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359 | (5) |
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364 | (23) |
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8.2.1 GLM Equation Continued |
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364 | (8) |
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372 | (7) |
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379 | (8) |
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Chapter 9 Random Motion of Particles |
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387 | (34) |
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387 | (17) |
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387 | (5) |
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392 | (3) |
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9.1.3 Local Information Model |
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395 | (2) |
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9.1.4 Smoluchowski Equation |
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397 | (6) |
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403 | (1) |
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404 | (17) |
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404 | (3) |
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407 | (4) |
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9.2.3 Semiconductor Device Equation |
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411 | (4) |
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9.2.4 Drift Diffusion Model |
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415 | (6) |
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421 | (52) |
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421 | (6) |
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421 | (2) |
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423 | (2) |
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425 | (2) |
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10.2 Fundamental Solutions |
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427 | (10) |
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427 | (3) |
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430 | (3) |
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433 | (4) |
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437 | (14) |
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10.3.1 Harmonic Functions |
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437 | (2) |
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439 | (5) |
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444 | (3) |
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10.3.4 Boundary Regularities |
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447 | (2) |
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449 | (2) |
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451 | (22) |
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451 | (6) |
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457 | (6) |
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463 | (1) |
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464 | (2) |
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10.4.5 Schauder Estimates |
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466 | (7) |
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Chapter 11 Real Analysis in PDE |
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473 | (32) |
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473 | (14) |
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11.1.1 Dirichlet Principles |
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473 | (3) |
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11.1.2 Moser's Iteration Schemes |
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476 | (4) |
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11.1.3 Local Minimum Principles |
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480 | (7) |
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11.2 Hardy Spaces and BMO |
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487 | (18) |
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11.2.1 John Nirenberg Inequality |
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487 | (9) |
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496 | (3) |
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499 | (2) |
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11.2.4 Estimates of the Jacobian |
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501 | (2) |
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503 | (2) |
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505 | (86) |
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505 | (13) |
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12.1.1 Duhamel Principles |
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505 | (2) |
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12.1.2 Semilinear Heat Equations |
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507 | (4) |
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511 | (4) |
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12.1.4 Blowup of the Solution |
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515 | (3) |
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518 | (23) |
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12.2.1 Lyapunov Functions |
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518 | (5) |
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12.2.2 Global-in-Time Solutions |
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523 | (7) |
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12.2.3 Unbounded Solutions |
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530 | (7) |
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12.2.4 Stable and Unstable Sets |
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537 | (4) |
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541 | (19) |
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541 | (4) |
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12.3.2 Variational Structure |
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545 | (3) |
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12.3.3 Scaling Invariance |
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548 | (5) |
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12.3.4 Forward Self-Similar Transformations |
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553 | (4) |
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12.3.5 Backward Self-Similar Transformations |
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557 | (3) |
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560 | (31) |
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12.4.1 Cellular Slime Molds |
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560 | (1) |
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12.4.2 Symplified Systems |
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561 | (2) |
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563 | (4) |
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12.4.4 Smoluchowski Poisson Equation |
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567 | (5) |
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12.4.5 Quantized Blowup Mechanism |
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572 | (5) |
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577 | (10) |
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12.4.7 Recursive Hierarchy |
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587 | (4) |
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Appendix A Catalogue of Mathematical Analysis |
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591 | (22) |
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591 | (4) |
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595 | (3) |
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598 | (5) |
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603 | (6) |
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609 | (4) |
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Appendix B An Elliptic-Parabolic System |
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613 | (20) |
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613 | (2) |
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615 | (7) |
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622 | (9) |
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631 | (2) |
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633 | (18) |
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633 | (3) |
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C.2 Sturm Liouville Problems |
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636 | (3) |
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639 | (2) |
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641 | (1) |
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642 | (3) |
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C.6 Self-Interacting Particles |
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645 | (1) |
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C.7 Models in Theoretical Biology |
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646 | (5) |
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651 | (1) |
Bibliography |
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651 | (10) |
Index |
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661 | |