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See also cogni- tion neural networks breadth-first searches

498

Index

arch construction by termites,
103–104

64–67 bottom-up, 458

computational intelligence, 212 GOFAI, 115–116
logic theorist, 209–210
shallow, 125–129
symbol processing, 36–38, 210 See also cognition
artificial life, 5–6, 8, 26–30, 457. See also cellular automata
artificial selection, 31, 457. See also selection

CA. See cellular automata (CA)
categorization, 47–48, 315
causality, subjective identification of,

automata, evolution of, 404 416

classes of behavior, 21, 23, 24

backpropagation, 46, 318, 375, 377, competing norms model,

Bateson, Gregory, 12, 15–16
battery pack state-of-charge estima- tor, 318–319, 391–392

multi-dimensional, 26
mutations in, 27
particle swarm model, 361, 396,

behaviors, spread of adaptive. See cul- tural transmission
belief spaces, 253–254, 458

cellular robots, 121, 458
central executive, 115, 458 Central Limit Theorem, 435

Chinese culture, 406–407 Index 499

competing conventions problem,

375–376

Circle topology, 344 459

classical conditioning, 193, 458
Clerc’s constriction method. See par- ticle swarms, constriction

clustering, 238 CNC machine tools example

CNC machine tools example, computer programs, evolving of, 401.

95–96 Game of Life, based on, 23–24

individual experience plus com- munication, 424

ticle swarms conformist transmission, 242–244,

reductionist view, 397 459

See also intelligence; mind consciousness as a criterion of mind,

cognitive consistency, 41, 458 207–208

209, 465 contingency tables, 446–447

cognitive psychology, 195–199 cognitivistic view of mind, 125

459 cooling schedules, 73

comparison, 288–289

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