教師資料查詢 | 類別: 會議論文 | 教師: 張誠 Feng-cheng Chang (瀏覽個人網頁)

標題: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
語言英文(美國)
收錄於
會議性質國際
校內研討會地點
研討會時間20171011~20171014
通訊作者
國別韓國
公開徵稿
出版型式
出處19-24
相關連結
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