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Optimal design of combinational logic circuits using genetic algorithm and Reed-Muller Universal Logic Modules

机译:遗传算法和REED-MULLER通用逻辑模块的组合逻辑电路最优设计

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Conventional design of digital circuits is a very complex task which requires much knowledge in domain-specific rules. But, combinational digital circuits can be evolved automatically using evolutionary techniques. This work proposes new approaches for the automated design of combinational digital circuits using Genetic Algorithm (GA) and Reed Muller Universal Logic module (RM ULM). Here 2-1 RM-ULM has been used as the only design unit for the automated design of combinational digital circuits. Certain modifications have been made on the existing Shannon's decomposition technique for the design. Several circuits are synthesized with these modified methods and compared with the existing standard implementation technique using single control line Reed Muller Universal Logic Modules(RM ULM(1)). Manufacturing cost can be reduced by replicating the same element. With this method, the number of levels required as well as the number of modules needed is reduced considerably, thus reducing the cost, delay and power consumption.
机译:数字电路的传统设计是一个非常复杂的任务,需要在特定于域的规则中众多知识。但是,可以使用进化技术自动演化组合数字电路。这项工作提出了使用遗传算法(GA)和REED Muller通用逻辑模块(RM ULM)的组合数字电路自动化设计的新方法。这里2-1 RM-ULM已被用作组合数字电路自动设计的唯一设计单元。已经对现有的Shannon的分解技术进行了某些修改。使用这些修改方法合成了几个电路,并使用单控制线REED Muller通用逻辑模块(RM ULM(1))相比,与现有的标准实现技术相比。通过复制相同的元素,可以减少制造成本。通过这种方法,所需的水平数量以及所需的模块数量显着降低,从而降低了成本,延迟和功耗。

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