Simulation in Textile Technology

Index

A

Abaqus, 214

adaline network, 19–20

design, 19

adaptation algorithm, 81

adaptive linear neuron network See adaline network

Adina, 214

air-jet machine, 317

air-jet texturing, 161

airbag fabrics

design, 59–60

average error for different output parameters, 59

analysis of variance (ANOVA), 345

Ansys, 209, 213

Arahne software, 281

artificial neural networks, 311

models, 13–20

adaline and madaline networks, 18–20

perceptron, 13–18

principles, 14

structure improvement, 104–6

encoding and other parameters in a chromosome, 105

training optimisation with evolution strategy, 106

AUTOWARP, 100, 339

B

backpropagation algorithm, 20–38

learning rule, 23–5

neural net structure, 21–3

strategies for neural network, 26–32

flat plateau, 28–9

missing ...