Generation of robot control circuit using EHW approach

T. Shindo, K. Takita, H. Yokoi, Y. Kakazu
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Abstract

Discusses automatic generation of logic circuits on evolvable hardware (EHW). It is a major problem for a conventional EHW that the evolution process needs a large number of trials. To solve the problem, a new method is presented, which consists of logical cells and connection arranged in a parallel style. The advantages and problems of this method are discussed through experiment: generation of a Khepera robot control circuit. Analysis of the generated circuit makes environment recognition and behaviour decision of the robot possible.
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用EHW方法生成机器人控制电路
讨论了可进化硬件(EHW)上逻辑电路的自动生成。传统EHW的一个主要问题是演化过程需要大量的试验。为了解决这一问题,提出了一种由逻辑单元和连接以并行方式排列的新方法。通过实验讨论了该方法的优点和存在的问题,并制作了一个Khepera机器人控制电路。对生成的电路进行分析,使机器人的环境识别和行为决策成为可能。
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