宋词自动生成的遗传算法及其实现宋词自动生成的遗传算法及其实现.pdf

ISSN 1000-9825, CODEN RUXUEW E-mail: jos@ Journal of Software , Vol.21, No.3, March 2010, pp.427−437 doi: 10.3724/SP.J.1001.2010.03596 Tel/Fax: +86-10 © by Institute of Software , the Chinese Academy of Sciences . All rights reserved. ∗ 一种宋词自动生成的遗传算法及其机器实现 1,2+ 1 3 周昌乐 , 游 维 , 丁晓君 1(厦门大学 智能科学与技术系,福建 厦门 361005) 2(浙江大学 语言与认知研究中心,浙江 杭州 310028) 3(厦门大学 英国语言文学系,福建 厦门 361005) Genetic Algorithm and Its Implementation of Automatic Generation of Chinese SONGCI 1,2+ 1 3 ZHOU Chang-Le , YOU Wei , DING Xiao-Jun 1(Department of Cogntive Science, Xiamen University, Xiamen 361005, China) 2(Center for The Study of Language and Cognition, Zhejiang University, Hangzhou 310028, China) 3(Department of English Language and Literature, Xiamen University, Xiamen 361005, China) + Corresponding author: E-mail: dozero@ Zhou CL, You W, Ding XJ. Genetic algorithm and its implementation of automatic generation of Chinese SONGCI. Journal of Software, 2010,21(3):427−437. /1000-9825/3596.htm Abstract : Automatic generation of poetry has always been considered a hard nut in natural language generation. This paper reports some pioneering research on a possible generic algorithm and its automatic generation of SONGCI. In light of the characteristics of Chinese ancient poetry, this paper designed the level and oblique tones-based coding method, the syntactic and semantic weighted function of fitness, the elitism and roulette-combined selection operator, and the partially mapped crossover operator and