Genetic Programming IV: Routine Human-Competitive Machine IntelligenceGenetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law |
From inside the book
Results 1-5 of 86
... Fitness Measure 3.8.1.5 Control Parameters 3.8.2 Results for the Three - Lag Plant 95 96 102 111 112 113 114 114 114 114 114 115 115 3.8.3 Routineness for the Three - Lag Plant Problem 119 3.8.4 AI Ratio for the Three - Lag Plant ...
... Fitness Measure 141 4.2.1.6 Control Parameters 142 4.2.2 Results for the RC Circuit with Gain Greater than Two 142 4.2.3 Routineness of the Transition from a Problem of Controller Synthesis to a Problem of Circuit Synthesis 143 4.2.4 AI ...
... Test Fixture 169 4.7.1.1 Initial Circuit 169 4.7.1.2 Program Architecture 171 4.7.1.3 Function Set 171 4.7.1.4 Terminal Set 171 4.7.1.5 Fitness Measure 172 4.7.1.6 Control Parameters 173 4.7.2 Results for the Lowpass Filter Problem ...
... Fitness Measure 5.3.1.6 Control Parameters 5.3.2 Results for 60 dB Amplifier with Layout 5.3.3 Routineness for the 60 dB Amplifier Problem with Layout 5.3.4 AI Ratio for the 60 dB Amplifier Problem with Layout 6 Automatic Synthesis of ...
... Fitness Measure 284 9.1.1.5 Control Parameters 286 9.1.2 Results for the Parameterized Controller for a Three - Lag Plant 286 9.1.3 Routineness of the Transition from a Problem Involving a Non - Parameterized Controller to a Problem ...
Contents
I | 1 |
II | 3 |
IV | 4 |
V | 5 |
VI | 6 |
VII | 7 |
VIII | 10 |
IX | 14 |
CXCII | 263 |
CXCIII | 264 |
CXCVI | 267 |
CXCVIII | 274 |
CXCIX | 275 |
CCI | 278 |
CCVI | 279 |
CCVIII | 281 |
X | 15 |
XII | 19 |
XIII | 20 |
XIV | 21 |
XV | 22 |
XVI | 23 |
XVII | 25 |
XVIII | 29 |
XX | 31 |
XXI | 34 |
XXII | 38 |
XXIV | 39 |
XXV | 40 |
XXVII | 41 |
XXIX | 42 |
XXXI | 45 |
XXXII | 49 |
XXXIII | 50 |
XXXIV | 52 |
XXXV | 53 |
XXXVI | 58 |
XXXVII | 59 |
XXXVIII | 60 |
XXXIX | 61 |
XLI | 62 |
XLIII | 64 |
XLIV | 65 |
XLV | 67 |
XLVII | 68 |
XLVIII | 69 |
XLIX | 70 |
LI | 71 |
LII | 73 |
LIV | 74 |
LVI | 75 |
LVIII | 78 |
LIX | 87 |
LX | 88 |
LXIII | 89 |
LXV | 95 |
LXVII | 96 |
LXVIII | 102 |
LXIX | 111 |
LXX | 112 |
LXXI | 113 |
LXXII | 114 |
LXXIII | 115 |
LXXV | 119 |
LXXVII | 120 |
LXXIX | 121 |
LXXX | 122 |
LXXXI | 123 |
LXXXII | 125 |
LXXXIV | 127 |
LXXXVI | 129 |
LXXXVII | 131 |
LXXXVIII | 134 |
LXXXIX | 135 |
XC | 138 |
XCII | 139 |
XCIII | 140 |
XCIV | 141 |
XCV | 142 |
XCVI | 143 |
XCVII | 145 |
XCVIII | 147 |
XCIX | 148 |
C | 149 |
CI | 150 |
CII | 151 |
CIII | 152 |
CIV | 153 |
CVI | 154 |
CVII | 156 |
CVIII | 157 |
CIX | 158 |
CX | 159 |
CXIII | 160 |
CXV | 161 |
CXVI | 162 |
CXVIII | 163 |
CXXII | 165 |
CXXIII | 168 |
CXXVI | 169 |
CXXVIII | 171 |
CXXIX | 172 |
CXXX | 173 |
CXXXII | 174 |
CXXXIV | 175 |
CXXXV | 177 |
CXXXVII | 178 |
CXXXVIII | 179 |
CXXXIX | 181 |
CXL | 186 |
CXLIII | 187 |
CXLV | 188 |
CXLVI | 195 |
CXLVII | 196 |
CXLVIII | 197 |
CL | 198 |
CLI | 199 |
CLII | 202 |
CLIII | 203 |
CLIV | 205 |
CLV | 206 |
CLVI | 207 |
CLVII | 209 |
CLIX | 210 |
CLX | 211 |
CLXI | 212 |
CLXII | 216 |
CLXIV | 219 |
CLXV | 220 |
CLXVI | 221 |
CLXVIII | 223 |
CLXX | 224 |
CLXXII | 225 |
CLXXIV | 226 |
CLXXV | 227 |
CLXXVI | 229 |
CLXXVII | 230 |
CLXXVIII | 231 |
CLXXIX | 234 |
CLXXXI | 243 |
CLXXXII | 244 |
CLXXXIII | 248 |
CLXXXIV | 250 |
CLXXXVII | 251 |
CLXXXVIII | 255 |
CLXXXIX | 256 |
CXC | 259 |
CXCI | 262 |
CCIX | 282 |
CCX | 283 |
CCXI | 284 |
CCXIII | 286 |
CCXIV | 290 |
CCXV | 291 |
CCXVII | 292 |
CCXVIII | 293 |
CCXX | 296 |
CCXXI | 299 |
CCXXII | 300 |
CCXXIII | 301 |
CCXXIV | 302 |
CCXXV | 303 |
CCXXVI | 304 |
CCXXVII | 305 |
CCXXIX | 306 |
CCXXX | 307 |
CCXXXI | 308 |
CCXXXII | 309 |
CCXXXIII | 310 |
CCXXXV | 311 |
CCXXXVI | 312 |
CCXXXVIII | 313 |
CCXXXIX | 314 |
CCXL | 315 |
CCXLI | 318 |
CCXLII | 324 |
CCXLV | 326 |
CCXLVII | 328 |
CCXLVIII | 331 |
CCXLIX | 332 |
CCL | 333 |
CCLI | 334 |
CCLII | 335 |
CCLIV | 339 |
CCLVI | 341 |
CCLVII | 342 |
CCLIX | 343 |
CCLXII | 344 |
CCLXIII | 348 |
CCLXVI | 349 |
CCLXVIII | 350 |
CCLXIX | 357 |
CCLXX | 358 |
CCLXXII | 359 |
CCLXXIV | 360 |
CCLXXV | 364 |
CCLXXVII | 365 |
CCLXXIX | 366 |
CCLXXX | 367 |
CCLXXXI | 371 |
CCLXXXII | 374 |
CCLXXXIII | 375 |
CCLXXXVII | 376 |
CCLXXXVIII | 382 |
CCLXXXIX | 385 |
CCXCI | 387 |
CCXCII | 388 |
CCXCIV | 389 |
CCXCVI | 390 |
CCXCIX | 398 |
CCC | 402 |
CCCI | 411 |
CCCII | 412 |
CCCIV | 413 |
CCCV | 414 |
CCCVI | 415 |
CCCVIII | 418 |
CCCIX | 419 |
CCCXI | 421 |
CCCXII | 423 |
CCCXIII | 424 |
CCCXV | 426 |
CCCXVII | 428 |
CCCXVIII | 429 |
CCCXIX | 430 |
CCCXX | 431 |
CCCXXI | 432 |
CCCXXIII | 433 |
CCCXXV | 434 |
CCCXXVI | 435 |
CCCXXVII | 436 |
CCCXXVIII | 437 |
CCCXXIX | 440 |
CCCXXX | 441 |
CCCXXXI | 442 |
CCCXXXIII | 444 |
CCCXXXV | 451 |
CCCXXXVI | 454 |
CCCXXXVIII | 457 |
CCCXXXIX | 458 |
CCCXL | 461 |
CCCXLII | 464 |
CCCXLIII | 466 |
CCCXLV | 469 |
CCCXLVI | 473 |
CCCXLVII | 476 |
CCCXLVIII | 478 |
CCCXLIX | 481 |
CCCL | 482 |
CCCLI | 483 |
CCCLII | 484 |
CCCLIV | 486 |
CCCLV | 495 |
CCCLVI | 496 |
CCCLVII | 497 |
CCCLVIII | 499 |
CCCLIX | 500 |
CCCLXI | 504 |
CCCLXII | 505 |
CCCLXIV | 506 |
CCCLXV | 507 |
CCCLXVI | 510 |
CCCLXVII | 511 |
CCCLXVIII | 515 |
CCCLXIX | 516 |
CCCLXXI | 517 |
CCCLXXII | 518 |
CCCLXXIII | 523 |
CCCLXXVIII | 524 |
CCCLXXIX | 526 |
CCCLXXX | 529 |
CCCLXXXI | 530 |
CCCLXXXIII | 531 |
CCCLXXXIV | 533 |
CCCLXXXV | 539 |
CCCLXXXVI | 549 |
CCCLXXXVIII | 553 |
573 | |