| 基于DSP+FPGA的遗传算法硬件实现 |
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| 引用本文： | 许家玉,经亚枝.基于DSP+FPGA的遗传算法硬件实现[J].微计算机信息,2005,21(1):127-128,58. |
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| 作者姓名： | 许家玉 经亚枝 |
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| 作者单位： | 210016,江苏,南京,南京航空航天大学自动化学院 |
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| 摘 要： | 本文针对软件实现遗传算法速度慢的缺点，提出了一种在DSP和FPGA系统中的用硬件实现遗传算法的方法，并利用组合优化学中的旅行商问题对算法的实现进行效果验证。实际效果显示，这种硬件实现方法，不仅结构简单，而且大大提高了算法的运算速度．为算法在实时、高速场合的应用打下基础。
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| 关 键 词： | 遗传算法 旅行商问题 FPGA DSP |
| 文章编号： | 1008-0570(2005)01-0127-02 |
Hardware Implement of GA on DSP and FPGA-based System |
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| Xu,Jiayu Jin,Yazhi.Hardware Implement of GA on DSP and FPGA-based System[J].Control & Automation,2005,21(1):127-128,58. |
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| Authors: | Xu Jiayu Jin Yazhi |
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| Abstract: | Arming at the shortcoming that the speed of the realization of the Genetic Algorithm(GA) by software is slow, This paper put forward a kind of method to archieve GA by using hardware in DSP and FPGA system,At the same time utilize the Traveling Salesman Problem(TSP) to verify the effect on the realization of the algorithm. The practive effect shows : this kind of hardware implementation method , not only has a simple structure, but alse improved the speed of algorithm greatly . It set a basis for the application of GA on real-time?high-speed occasion. |
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| Keywords: | Genetic Algorithm(GA) Traveling Salesman Problem(TSP) DSP FPGA |
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