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基于演化算法的全加器优化设计 被引量：2

Full-adder Optimization Designing Based on Evolutionary Algorithms
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摘要 演化硬件研究工作中的一个重要研究内容就是电路优化设计,电路优化设计有望实现复杂电路的自动设计并获得新颖、优化的设计结果,因而成为国际性的研究热点。将演化算法引入全加器电路的优化设计中,引入了新的个体评估机制并提出了适用于全加器演化的演化算法。通过仿真实验验证了算法的有效性。 In research of evolvable hardware, the important research content is the electric circuit optimization design, the electric circuit optimization design hopefully realizes the complex circuit＇s automatic design and obtains the novel and optimized design result, thus becomes the international research hot spot. Introduced the cvolutinary algorithms into the full-adder circuit＇s optimization design, introduced the new individual evaluate mechanism and proposed the suitable evolutionary algorithm. Through the experiment confirmed the algorithm is validity.
作者 颜雪松 方攀 梁庆中 胡成玉
机构地区 中国地质大学(武汉)计算机学院
出处 《计算机与数字工程》 2009年第8期164-168,共5页 Computer & Digital Engineering
关键词 电路优化设计 演化算法 全加器 electric circuit optimization design, evolutionary algorithms, full-adder
分类号 TP301.6 [自动化与计算机技术—计算机系统结构]
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参考文献13

  • 1Garis H. Evolvable Hardware: The Genetic Programming of Drawing Machines [C]. In Proc. Of Int. Conf. on Artificial Neural Nets and Genetic Algorithms, 1993 : 441-449.
  • 2Thompson A. Hardware Evolution: Automatic design of electronic circuits in reconfigurable hardware by artificial evolution[D]. Doctoral thesis,University of Sussex, UK, 1996.
  • 3Coello C Carlos A. An Empirical Study of Evolutionary Techniques for Multiobjective Optimization in Engineering Design[D]. PhD thesis, Tulane University, New orleans, 1996.
  • 4Miller J F, Thomson P. Combinational and Sequential Logic Optimization using Genetic Algorithms[C]. In; Proc. of the first Int. Conf. on Genetic Algorithms in Engineering Systems: Innovations and Applications, Sheffield, UK, 1995:34-38.
  • 5Kalganova T. Evolvable Hardware Design for Combinational Logic Circuits[D]. PhD thesis, Napier University, Edinburgh, UK,2000.
  • 6Koza J R, Bennett F H, Andre D, et al. Automated Synthesis of Analog Electrical Circuits by Means of Genetic Programming[J]. IEEE Transaction On Evolutionary Computation, 1997,1 (2) : 109-128.
  • 7Zebulum R S. Synthesis of Electronic Circuits Through Artificial Evolutionary Systems[D]. PhD Thesis, Catholic University of Rio, Portuguese, 1998.
  • 8Ozsvald I. Short-circuiting the Design Process: Evolutionary Algorithms for Circuit design using Reconfigutable Analogue hardware MSC Thesis[J]. University of Sussex, UK, 1998.
  • 9Miller J F, Thomson P, Fogarty T. Designing Electronic Circuits Using Evolutionary Algorithms. Arithmetic Circuits: A Case Study, chapter 6, in Genetic Algorithms and Evolution Stategies in Engineering and Computer Science: Recent Advancements and Industrial Applications[M]. Wiley Press, 1997(November) : 36-60.
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二级参考文献9

  • 1赵曙光 杨万海.演化硬件研究与应用综述[J].西安电子科技大学学报,2000,27:112-127.
  • 2De Gaffs H. Evolvable hardware: the genetic programming of darwin machines[ C]//Proc. of Int. Conf. on Artificial Neural Nets and Genetic Algorithms. Innsbruck, 1993: 441 - 449.
  • 3Greene J. Simulated evolution and adaptive search in engineering design-experiences at the university of cape town [C]//Proceeding of 2nd Online Workshop on Soft Computing. Springer Verlag, 1998:289 - 298.
  • 4Miller J F, Thomson P, Fogarty T. Designing eleetronie circuits using evolutionary algorithms[ C]//Arithmetie Circuits: A Case Study, chapter 6, in Genetic Algorithms and Evolution Stategies in Engineering and Computer Science:Recent Advancements and Industrial Applications. Wiley Press, 1997:36-60.
  • 5Koza J R. Genetic programming: cambridge: the MIT press, 1992 : 50 - 58.
  • 6Zebulum R S, Pacheco M A, Vellasco M M. Evolutionary electronics: automatic design of electronic circuits and systems by genetic algorithms[ M]. CRC Press, 2002 : 156 - 168.
  • 7Candida Ferreim. Gene expression programming: anew adaptive algorithm for solving problems[J]. Complex Systems,2001,13(2) :87 - 129.
  • 8Thompson A, Layzell P. Analysis of unconventional evolved eleetronics[J ]. Communications of the ACM, 1999, 42(4) :71 - 79.
  • 9赵曙光,杨万海.一种用于演化硬件的染色体编码新方法[J].西安电子科技大学学报,2000,27(6):778-780. 被引量：12

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计算机与数字工程
2009年 第8期

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