Toward an Alternative Comparison between Different Genetic Programming Systems

In this paper, we use multi-objective techniques to compare different genetic programming systems, permitting our comparison to concentrate on the effect of representation and separate out the effects of different search space sizes and search algorithms. Experimental results are given, comparing the performance and search behavior of Tree Adjoining Grammar Guided Genetic Programming (TAG3P) and Standard Genetic Programming (GP) on some standard problems.

• Type: Conference
• Year: 2004
• Where: EUROGP
• Authors: Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass
• Keywords: EUROGP 2004, Genetic Programming, Standard Genetic Programming, Tree Adjoining Grammar