BEAGLE—A DARWINIAN APPROACH TO PATTERN RECOGNITION

By R. Forsyth. 1981

How researchers see this paper

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Human-competitive results produced by genetic programming (2010, background): “In an often-overlooked 1981 paper, Forsyth [19] introduced an innovative system called BEAGLE (Biological Evolutionary Algorithm Generating Logical Expressions) in which logical expressions were evolved in an evolutionary process.”
Automatic programming: The open issue? (2019, background): “…representation has long been a subject of research in genetic programming, with work exploring genetic encodings such as binary, integer, tree, linear-tree, graphs, and grammars (e.g., [7, 8, 10–13, 27, 32, 42, 43, 67]), along with work on searching the representation space itself [29, 47, 59].”
Global Optimization Algorithms -- Theory and Application (2009, background): “Forsyth [614] evolved trees denoting fully bracketed Boolean expressions for classification problems in 1981 [614, 615, 616].”