| 逻辑电路的进化设计与在线评估 |
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| 引用本文： | 赵曙光,杨万海. 逻辑电路的进化设计与在线评估[J]. 计算机辅助设计与图形学学报, 2002, 14(8): 735-737 |
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| 作者姓名： | 赵曙光 杨万海 |
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| 作者单位： | 西安电子科技大学电子工程学院,西安,710071 |
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| 基金项目： | 陕西省自然科学基金 ( 99X0 8)资助 |
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| 摘 要： | 简要介绍电路进化设计的基本原理，提出并讨论基于最小项表达式的染体编码方案和以RAM查找表为核心的函数级FPGA原型，以及相应的内部进货实现方法，理论分析和进化实验结果表明，文另的编码方案与FPGA结构相结合可显示地减少运算量；基于相应的实验平台进行适应度在线评估，可显著提高进化速度、规模和成功率。
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| 关 键 词： | 逻辑电路 进化设计 在线评估 可进化硬件 遗传算法 |
| 修稿时间： | 2001-06-22 |
Design of Logic Circuits Based on Evolution Computation and Online Evaluation |
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| Zhao Shuguang Yang Wanhai. Design of Logic Circuits Based on Evolution Computation and Online Evaluation[J]. Journal of Computer-Aided Design & Computer Graphics, 2002, 14(8): 735-737 |
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| Authors: | Zhao Shuguang Yang Wanhai |
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| Abstract: | Some basic concepts on the evolvable hardware(EHW) is briefly introduced.A novel chromosome representation scheme for EHW based on the expression of product term of a logical function is presented and discussed,along with a relevant prototype of the function level field programmable gate array(FFPGA),which mainly consists of a core of RAM look up table and several output logic macro cells(OLMC)and can be configured in field to implement various kinds of combinatorial and sequential logic function.Some theoretical analyses and experimental results showed that the novel chromosome representation scheme and the prototype of FFPGA matched very well for lowering the computation demands,and remarkable improvements on speed and realizable size of evolution design can be obtained by online evaluation of fitness using a relevant hardware platform. |
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| Keywords: | evolvable hardware genetic algorithm chromosome representation function level field programmable gate array |
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