Index
A
adaptive production system,
84,
215
analogical reasoning,
245
assumption-based truth maintenance system,
260
autoassociative Boltzmann machine,
324
B
back propagation error learning,
302
bottom-up processing,
167
C
closed world assumption,
254
common generalization,
221
compatibility coefficient,
156
competitive learning,
313
concept description element,
281
conceptual clustering,
197
conditional proof justification,
257
conjunctive generalization,
183
constrained minimization problem,
109
constraint filtering,
135
constraint representation,
85
constructive solid geometry,
131
D
data-driven processing,
167
declarative knowledge,
143
declarative representations,
35
default inference rule,
253
dependent addition of rules,
216
discrete relaxation method,
155
distributed representation,
45
E
edge prediction method,
98
equilateral triangle,
146
evaluation function, ,
72
existential quantifier,
29
explanation structure,
238
explanation-based generalization,
236
explanation-based learning,
236
extended Gaussian image,
127
F
feedforward structure,
302
first-order predicate,
29
fixed increment correction method,
301
Fourier series expansion,
42
G
generalization of rules,
216
generalized cylinder method,
128
generalized cylinder,
128
generalized delta rule,
304
generalized partial match,
247
H
Hough transformation method,
99
I
incremental presentation,
184
independent addition of rules,
215
inverse Fourier transform,
55
K
knowledge representation,
142
L
labeled directed graph,
20
Lagrange multiplier method,
109
learning by discovery,
286
linear skeletal representation,
123
linear skeletonization,
123
linear threshold unit,
299
linear transformation,
52
M
m-place predicate (symbol),
31
m-variable function (symbol),
31
machine learning process,
massively parallel computation,
333
maximal common generalization,
221
maximal partial match,
248
maximally general specialization,
219
metric representation,
18
minimum spanning tree,
87
model-driven processing,
167
multilayer structure,
302
mutually associative Boltzmann machine,
324
N
network representation,
18
nonmonotonic logic,
85,
252
normal default inference rule,
253
normal default theory,
253
O
operationally criterion,
239
optimization problem,
320
P
paired-associate learning,
222
partial order of generalizations,
194
pattern classification,
301
pattern discrimination,
301
pattern representations,
43
pattern understanding,
141
point spread function,
53
problems of variations,
109
procedural attachment,
41
procedural knowledge,
143
procedural representation,
37
proportionality graph search method,
290
proportionality graph,
289
Q
quad-tree representation,
122
R
recognition-action cycle,
80
reference activation level,
319
regularization parameter,
115
reinforcement learning mechanism,
326
S
self-organizing feature map,
335
simultaneous presentation,
184
skeletal representation,
123
specialization of rules,
218
spherical function method,
127
spline function approximation,
61
state transition function,
298
state transition rule,
69
steepest descent method,
303
stochastic relaxation method,
156
strong generalization,
220
support list justification,
257
surface patch method,
127
suspension search method,
290
symbolic representations,
45
system of orthogonal functions,
43
T
topological representation,
18
traveling salesperson problem,
320
truth maintenance system,
256
U
underconstrained problem,
unification algorithm,
77
unsupervised learning,
312
V
valid well-formed formula,
74
W
weak relaxation method,
332
weighted directed graph,
21
winged-edge model method,
126
wire-frame representation,
16
X
i-coordinate representation,
121
Y
y-coordinate representation,
122
..................Content has been hidden....................
You can't read the all page of ebook, please click
here login for view all page.