Who's Who in SBSE

Name:	Alan C. Schultz
Affiliation:	Navy Center for Applied Research in Artificial Intelligence
Email:
Webpage:
Country:	USA

1	Alan C. Schultz and John J. Grefenstette and Kenneth A. De Jong Test and Evaluation by Genetic Algorithms IEEE Expert (also IEEE Intelligent Systems and Their Applications), 8(5), 1993.
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	Abstract: A machine learning technique for automating the traditional controller tests process that evaluates autonomous-vehicle software controllers is discussed. In the proposed technique, a controller is subjected to an adaptively chosen set of fault scenarios in a vehicle simulator, and then a genetic algorithm is used to search for fault combinations that produce noteworthy actions in the controller. This approach has been applied to find a minimal set of faults that produces degraded vehicle performance and a maximal set of faults that can be tolerated without significant performance loss.
	@ARTICLE{SchultzGD93, author = {Alan C. Schultz and John J. Grefenstette and Kenneth A. De Jong}, title = {Test and Evaluation by Genetic Algorithms}, journal = {IEEE Expert (also IEEE Intelligent Systems and Their Applications)}, year = {1993}, month = {}, volume = {8}, number = {5}, pages = {9-14} }