| 自动程序设计—模拟进化的途径 |
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| 引用本文： | 吴少岩 陈火旺. 自动程序设计—模拟进化的途径[J]. 计算机学报, 1997, 20(2): 97-104 |
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| 作者姓名： | 吴少岩 陈火旺 |
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| 作者单位： | 国防科学技术大学计算机科学系 |
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| 摘 要： | 本文基于一种新颖的进化计算模型，提出一个自动程序设计框架。通过引入程序概括的概念，将给定任务的程序设计转换为寻优问题。
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| 关 键 词： | 自动程序设计 进化计算 搜索 优化 |
AUTOMATIC PROGRAMMING:A SIMULATED EVOLUTIONARY APPROACH |
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| WU Shaoyan, CHEN Huowang. AUTOMATIC PROGRAMMING:A SIMULATED EVOLUTIONARY APPROACH[J]. Chinese Journal of Computers, 1997, 20(2): 97-104 |
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| Authors: | WU Shaoyan CHEN Huowang |
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| Abstract: | Based on a novel evolutionary computation model, an automatic programming framework is proposed. By means of the concept of program generalization, programming for a particular task is converted into an optimization problem.Program evolver, which uses a formal grammar as its genetic representation, is amachine of simulated evolution independent of particular tasks. Once results of program generalization are translated by a binder, program evolver can construct thegoal program of a particular task automatically. In this paper, automatic programming for symbolic regression tasks is used to demonstrate feasibility of the framework. |
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| Keywords: | Automatic programming evolutionary computation search optimization. |
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