Numerical Computation 1: Methods, Software, and AnalysisThis book deals with various aspects of scientific numerical computing. No at tempt was made to be complete or encyclopedic. The successful solution of a numerical problem has many facets and consequently involves different fields of computer science. Computer numerics- as opposed to computer algebra- is thus based on applied mathematics, numerical analysis and numerical computation as well as on certain areas of computer science such as computer architecture and operating systems. Applied Mathemalies I I I Numerical Analysis Analysis, Algebra I I Numerical Computation Symbolic Computation I Operating Systems Computer Hardware Each chapter begins with sample situations taken from specific fields of appli cation. Abstract and general formulations of mathematical problems are then presented. Following this abstract level, a general discussion about principles and methods for the numerical solution of mathematical problems is presented. Relevant algorithms are developed and their efficiency and the accuracy of their results is assessed. It is then explained as to how they can be obtained in the form of numerical software. The reader is presented with various ways of applying the general methods and principles to particular classes of problems and approaches to extracting practically useful solutions with appropriately chosen numerical software are developed. Potential difficulties and obstacles are examined, and ways of avoiding them are discussed. The volume and diversity of all the available numerical software is tremendous. |
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Contents
I | 1 |
II | 3 |
IV | 4 |
V | 5 |
VIII | 6 |
IX | 8 |
XI | 9 |
XII | 10 |
CLIV | 233 |
CLV | 234 |
CLVI | 235 |
CLVII | 236 |
CLVIII | 238 |
CLIX | 243 |
CLX | 246 |
CLXI | 247 |
XIII | 14 |
XIV | 16 |
XV | 19 |
XVI | 21 |
XVII | 23 |
XVIII | 28 |
XIX | 29 |
XXI | 30 |
XXII | 34 |
XXIII | 37 |
XXIV | 39 |
XXVII | 40 |
XXVIII | 42 |
XXX | 43 |
XXXI | 44 |
XXXII | 45 |
XXXIII | 46 |
XXXIV | 48 |
XXXVI | 54 |
XXXVII | 58 |
XXXIX | 59 |
XL | 60 |
XLI | 65 |
XLII | 68 |
XLIII | 70 |
XLIV | 71 |
XLV | 75 |
XLVII | 77 |
XLVIII | 78 |
XLIX | 79 |
L | 81 |
LI | 82 |
LII | 83 |
LIII | 88 |
LIV | 89 |
LV | 90 |
LVI | 91 |
LVII | 92 |
LVIII | 94 |
LX | 95 |
LXI | 97 |
LXII | 100 |
LXIII | 101 |
LXVI | 102 |
LXVII | 104 |
LXVIII | 106 |
LXIX | 107 |
LXX | 108 |
LXXII | 110 |
LXXV | 111 |
LXXVII | 112 |
LXXVIII | 113 |
LXXIX | 116 |
LXXX | 117 |
LXXXI | 118 |
LXXXII | 120 |
LXXXIII | 122 |
LXXXIV | 126 |
LXXXVI | 127 |
LXXXVII | 128 |
LXXXVIII | 129 |
LXXXIX | 131 |
XC | 132 |
XCII | 134 |
XCV | 135 |
XCVI | 136 |
XCVII | 139 |
XCVIII | 142 |
XCIX | 146 |
C | 147 |
CI | 151 |
CIII | 152 |
CIV | 154 |
CV | 155 |
CVI | 156 |
CVIII | 159 |
CIX | 162 |
CX | 163 |
CXI | 164 |
CXIII | 165 |
CXIV | 167 |
CXV | 171 |
CXVI | 172 |
CXVII | 174 |
CXVIII | 175 |
CXXII | 177 |
CXXIV | 178 |
CXXV | 179 |
CXXVII | 181 |
CXXIX | 183 |
CXXX | 184 |
CXXXI | 185 |
CXXXII | 186 |
CXXXIII | 187 |
CXXXIV | 191 |
CXXXV | 194 |
CXXXVII | 195 |
CXXXVIII | 196 |
CXL | 199 |
CXLI | 200 |
CXLII | 201 |
CXLIII | 210 |
CXLIV | 212 |
CXLV | 213 |
CXLVI | 214 |
CXLVII | 215 |
CXLVIII | 219 |
CXLIX | 224 |
CL | 226 |
CLI | 229 |
CLIII | 232 |
CLXII | 248 |
CLXIII | 249 |
CLXV | 252 |
CLXVI | 253 |
CLXVII | 254 |
CLXVIII | 256 |
CLXIX | 257 |
CLXX | 258 |
CLXXI | 261 |
CLXXII | 262 |
CLXXIII | 263 |
CLXXIV | 264 |
CLXXV | 266 |
CLXXVI | 267 |
CLXXVII | 269 |
CLXXVIII | 272 |
CLXXIX | 274 |
CLXXXI | 275 |
CLXXXII | 276 |
CLXXXIII | 278 |
CLXXXIV | 280 |
CLXXXV | 281 |
CLXXXVI | 282 |
CLXXXVII | 284 |
CLXXXVIII | 285 |
CXC | 291 |
CXCI | 292 |
CXCII | 293 |
CXCIII | 295 |
CXCVII | 296 |
CXCVIII | 297 |
CC | 298 |
CCI | 299 |
CCII | 300 |
CCIII | 301 |
CCIV | 302 |
CCV | 305 |
CCVI | 306 |
CCVII | 308 |
CCVIII | 309 |
CCIX | 311 |
CCX | 312 |
CCXIII | 314 |
CCXIV | 316 |
CCXV | 317 |
CCXVII | 319 |
CCXIX | 321 |
CCXX | 322 |
CCXXII | 323 |
CCXXIII | 325 |
CCXXIV | 326 |
CCXXVI | 327 |
CCXXVII | 329 |
CCXXVIII | 330 |
CCXXIX | 332 |
CCXXX | 333 |
CCXXXI | 334 |
CCXXXII | 335 |
CCXXXIII | 337 |
CCXXXIV | 339 |
CCXXXVI | 341 |
CCXXXVII | 343 |
CCXXXIX | 344 |
CCXLI | 347 |
CCXLII | 350 |
CCXLIV | 351 |
CCXLV | 353 |
CCXLVII | 354 |
CCXLIX | 355 |
CCL | 356 |
CCLII | 360 |
CCLIII | 361 |
CCLV | 362 |
CCLVI | 367 |
CCLVII | 369 |
CCLVIII | 373 |
CCLIX | 374 |
CCLX | 377 |
CCLXI | 386 |
CCLXII | 390 |
CCLXIII | 393 |
CCLXIV | 394 |
CCLXV | 396 |
CCLXVI | 397 |
CCLXVIII | 399 |
CCLXIX | 401 |
CCLXX | 403 |
CCLXXI | 406 |
CCLXXII | 407 |
CCLXXIII | 411 |
CCLXXIV | 412 |
CCLXXV | 413 |
CCLXXVI | 414 |
CCLXXVII | 415 |
CCLXXIX | 416 |
CCLXXXI | 419 |
CCLXXXII | 421 |
CCLXXXIII | 422 |
CCLXXXIV | 426 |
CCLXXXV | 429 |
CCLXXXVI | 430 |
CCLXXXVII | 431 |
CCLXXXVIII | 433 |
CCLXXXIX | 435 |
CCXC | 437 |
CCXCII | 438 |
CCXCIII | 440 |
443 | |
460 | |
466 | |
Other editions - View all
Numerical Computation 1: Methods, Software, and Analysis Christoph W. Ueberhuber Limited preview - 2012 |
Common terms and phrases
accuracy actual addition algebraic algorithm analysis application approximation arithmetic block bound cache calculated called changes Chapter Chebyshev coefficients complexity condition condition number continuous corresponding cubic data points defined definition depends derivative determined developed differential discrete discussed distance effect efficiency effort elements equations error estimate evaluation exact Example execution factor Figure finite floating-point numbers Fortran function given Hence implementation important increase independent instructions integration interpolation interval leads linear lines loop machine mathematical matrix measurement memory method multiplication nodes obtained operations optimal parameters particular performance perturbations points polynomial possible practice precision problem processing processor properties referred relative representation respect result rounding error single solution solve space specified spline function standard subroutine suitable transformations usually values vector zero
References to this book
Numerical Computing with IEEE Floating Point Arithmetic Michael L. Overton No preview available - 2001 |