Page 247 - 49A Field Guide to Genetic Programming

INDEX 233

search spaces, 99
thesis write up, 139
time series, financial, 123–124
TinyGP, 151–162
Toffoli, distribution of circuits, 99
tournament selection, 14–15, 86
Transputer, 94
trap function, 72
travelling salesman problem (TSP), 127
tree
depth, 12
derivation, 54
editing, 46
size, 12
tree adjoining grammar (TAG), 55
tree-based representation, 10
Tron, 127
Turing complete GP, 64
Turing complete program, theory, 99
Turing test, 117, 142
type
consistency, 21–22, 51
conversion, 51
initialisation, 56
more understandable programs, 51
multiple, 52
single, 51
strong, 52
system
higher-order, 53
multi-level, 53

unexploded bombs, 124
uniform crossover, 44
uniform initialisation, 40
uniform multivariate distribution algorithm
(UMDA), 70

validating results, 132
variety, of population, 136
vector-based primitive, 51
VHDL, multi-objective GP, 79
video compression, 129
videos, GP, 146
virtual reality data visualisation, 80
watermark security
application, 122
multi-objective GP, 79
wavelet lossy compression, 129
world wide GP, 95
Wright’s geographic model of evolution, 88