Page 365 - Data Science Algorithms in a Week

346 Index

Microsoft, 60, 69, 102 281, 283, 288, 289, 293, 294, 295, 296, 297, 298,
mind, 321, 323, 324, 325, 326, 327, 335 299, 301, 304, 309, 310, 311, 312, 313, 314, 316,
Missouri, 46, 105, 119, 192 318
mixed discrete-continuous simulations, 262 neurons, 55, 57, 58, 59, 60, 153, 154, 155, 156, 164,
mobile robots, 60, 63, 72 263, 264, 279, 281, 292, 293, 310, 311, 312, 314
model specification, 278 New South Wales, 306
modeling environment, 244 next generation, 82, 90, 179
modelling, 145, 149, 193, 251, 275, 294, 296 nickel, ix, 147, 148, 149, 151, 168
models, vii, viii, ix, x, 19, 25, 29, 30, 49, 61, 62, 69, nickel-based alloys, 148, 149, 168
70, 71, 75, 76, 77, 94, 96, 97, 98, 99, 101, 103, Nietzsche, Friedrich, 323
123, 124, 126, 127, 142, 143, 144, 145, 147, 149, NIR, 287
151, 153, 165, 167, 171, 172, 173, 174, 179, 183, NMR, 299
184, 185, 187, 189, 248, 250, 255, 256, 257, 258, No-Automation, 50
259,261, 262, 272, 273, 278, 285, 289, 290, 295, nodes, 11, 24, 25, 26, 28, 36, 37, 39, 55, 56, 59, 156,
298, 301, 303, 304, 308, 309, 312, 314 157, 160, 238, 239, 314
modifications, 82 nonlinear dynamic systems, 124
momentum, 156 nonlinear systems, 122, 125, 127
motion control, 60, 62 normal distribution, 67
multi-class support vector machine, 51 N-P complete, 8
multidimensional, 2, 17, 128, 129, 162 Nuclear Magnetic Resonance, 286, 297
multiple regression, 224 numerical analysis, 125
multiplier, 123 nurses, 196, 219, 221, 230, 234, 237, 242, 243, 244,
Multivariate Adaptive Regression Splines, 314 245, 246
Musk, Elon, 325
Mutation, 77, 78, 80, 81, 82, 86, 87, 88, 89, 92, 93, O
94, 99, 100, 102, 159, 160, 161, 163, 176, 179,
180, 191 observed behavior, 122
mutation rate, 81, 82, 87, 89, 92, 93, 99, 100, 102, obstacles, 62
179 oil, 286, 287, 288, 289, 294, 295, 297, 298, 303, 304,
myocardial infarction, 295
308, 312
oil samples, 286
N oligopolies, 302, 304
oligopoly, 303
narratives, 328 one dimension, 59, 106, 107
NASA Shuttle, 46, 171 operating system, 322, 323
natural evolution, 77, 94, 172 operations, vii, 55, 68, 128, 133, 145, 176, 189, 204,
natural gas, 304 206, 225, 229, 232, 233, 250, 262, 273
natural products, x, 277, 278, 283, 285, 288, 292, operations research, vii, 189
294, 299 opportunities, 70, 148, 172, 260, 304
natural selection, 175 optimal PSO parameters, 164
near infrared spectroscopy, 295 optimization, vii, viii, 8, 10, 14, 17, 19, 24, 54, 56,
Nearest Neighbor Approach, 237 68, 71, 75, 76, 77, 79, 96, 101, 102, 106, 121,
Neural Network Model, 296 122, 123, 125, 126, 127, 128, 129, 130, 132, 136,
Neural Networks, v, vi, vii, ix, x, 17, 18, 22, 23, 24, 137, 141, 142, 143, 144, 145, 147, 148, 151, 156,
28, 32, 39, 44, 45, 54, 55, 56, 57, 59, 60, 66, 67, 157, 158, 160, 161, 162, 163, 164, 172, 175, 190,
69, 70, 71, 72, 73, 75, 76, 97, 101, 102, 119, 123, 193, 230, 233,243, 248, 251, 275, 278, 284, 318
142, 143, 147, 148, 153, 154, 156, 168, 169, 184, optimization method, 122, 142, 162, 163
187, 188, 230, 255, 263, 264, 273, 277, 278, 279, ordinary differential equations, 259