DocumentCode :
3728203
Title :
A Dynamic Programming Approach to Individual Initialization in Genetic Programming
Author :
Tom? ;Roman Neruda
Author_Institution :
Fac. of Math. &
fYear :
2015
Firstpage :
1752
Lastpage :
1757
Abstract :
In this paper we present a new initialization method for genetic programming based on randomized exhaustive enumeration. It naturally enables complete sharing of sub trees among individuals which in turn allows an efficient reuse of computations. Moreover, it can be implemented as a random one pass initialization. We present experimental results on different instances of simple symbolic regression exploring the landscape of possible initializations based on our approach and confirming the usability of these initializations.
Keywords :
"Systematics","Sociology","Statistics","Standards","Genetic programming","Dynamic programming","Programming"
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/SMC.2015.307
Filename :
7379439
Link To Document :
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