An improved design of program representation for genetic programming
學年 106
學期 1
發表日期 2017-10-11
作品名稱 An improved design of program representation for genetic programming
作品名稱（其他語言）
著者 F.-C. Chang; H.-C. Huang
作品所屬單位
出版者
會議名稱 The 18th International Symposium on Advanced Intelligent Systems
會議地點 Daegu, Republic of Korea
摘要 Although genetic programming (GP) is derived from genetic algorithm (GA), there are issues that prevent GP being as efficient as GA. The validity of a generated program, the design of ephemeral constants, and the empirical considerations of GP parameters are part of the issues affecting the convergence of a GP process. Based on many experimental results, an improved GP scheme is proposed in this paper. The design of the program representation and the storage of the computation result(s) ensure that a program is both structurally and behaviorally valid. Empirical considerations are also discussed, and a few guidelines of setting GP parameters are derived from the experimental observations.
關鍵字 Genetic programming;GP
語言 en_US
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20171011~20171014
通訊作者
國別 KOR
公開徵稿
出版型式
出處 19-24
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/112561 )