Title :
The role of genetic algorithms in neural network query-based learning and explanation facilities
Author :
Eberhart, Russell C.
Author_Institution :
Research Triangle Inst., Research Triangle Park, NC, USA
fDate :
6/6/1992 12:00:00 AM
Abstract :
Genetic algorithms are used as a means of achieving neural network inversion. Neural network inversion allows a user to find one or more neural network input patterns which yield a specific output. The input patterns obtained from the genetic algorithm can use in training partially-trained networks, as well as in the building of neural network system explanation facilities
Keywords :
explanation; genetic algorithms; learning (artificial intelligence); neural nets; explanation; genetic algorithms; input patterns; neural network inversion; neural network query-based learning; training; Abdomen; Genetic algorithms; Intelligent networks; Medical diagnosis; Medical diagnostic imaging; Network synthesis; Neural networks; Pain; Testing; Training data;
Conference_Titel :
Combinations of Genetic Algorithms and Neural Networks, 1992., COGANN-92. International Workshop on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-8186-2787-5
DOI :
10.1109/COGANN.1992.273940
