Genetic_Programming_Theory_and_Practice_XIII
The Evolution of Everything (EvE) and Genetic Programming 145 Fig. 4 Particulate genes in GP components tend to be reused across ...
146 W.P. Worzel Fig. 5 Modification of particulate genes from meta-function f Fig. 6 GPRL with particulate genes Similarly a fun ...
The Evolution of Everything (EvE) and Genetic Programming 147 4 Discussion The Genetic Programming Theory and Practice workshop ...
148 W.P. Worzel Following Holland, this suggests that at a minimum, such a system could evolve new and unexpected behaviors as i ...
The Evolution of Everything (EvE) and Genetic Programming 149 Brody P, Pureswaran V (2015) The next digital gold rush: How the i ...
Lexicase Selection for Program Synthesis: A Diversity Analysis Thomas Helmuth, Nicholas Freitag McPhee, and Lee Spector Abstract ...
152 T. Helmuth et al. particular on the ways in which lexicase selection seems to help maintain population diversity. We present ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 153 this process, iterated, will eventually produce an individual ...
154 T. Helmuth et al. 3 Experiment and Results We collected data from 100 runs each on eight different problems described by Hel ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 155 Ta b l e 2 Number of successes (out of 100 runs) for each of ...
156 T. Helmuth et al. Fig. 1 Replace space with newline—error diversity Fig. 2 Replace space with newline—cluster counts ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 157 Fig. 3 Syllables—error diversity Fig. 4 Syllables—cluster cou ...
158 T. Helmuth et al. Fig. 5 String lengths backwards—error diversity Fig. 6 String lengths backwards—cluster counts ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 159 Fig. 7 Negative to zero—error diversity Fig. 8 Negative to ze ...
160 T. Helmuth et al. Fig. 9 Double letters—error diversity Fig. 10Double letters—cluster counts ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 161 Fig. 11Scrabble score—error diversity Fig. 12Scrabble score—c ...
162 T. Helmuth et al. Fig. 13Checksum—error diversity Fig. 14Checksum—cluster counts ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 163 Fig. 15Count odds—error diversity Fig. 16Count odds—cluster c ...
164 T. Helmuth et al. Scrabble Score, and Count Odds; Figs. 2 , 4 , 12 and 16 ). It also starts with much higher counts on the D ...
Lexicase Selection for Program Synthesis: A Diversity Analysis 165 this problem, resulting in only one or two clusters. Addition ...
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