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Improved Binary Decision Diagram based Accelerated Circuit Evolutionary Algorithm

Year: 2015

Type: conference-paper

Abstract: Nowadays, Evolvable Hardware (EHW) is widely used in many fields.When it is used in circuit design, its advantages can be incarnated adequately.However, if the circuit scales are very big, the probability of successful circuit evolution is reduced greatly.So improving traditional Evolutionary Algorithm (EA) is very important.In this paper, an improved EA is proposed, and it is combined with Binary Decision Diagram (BDD).Through the simulation experiment, the feasibility and effectiveness of proposed accelerate circuit evolutionary algorithm has been proved.

Source: Joint International Mechanical, Electronic and Information Technology Conference (JIMET)

DOI: 10.2991/jimet-15.2015.148

Authors: Yafeng Meng, Junbin Zhang, Jinyan Cai

Language: English

Topic: Evolutionary Algorithms and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Natural Science Foundation of China

Award: 多状态条件下复杂电子装备状态监测与故障诊断新方法研究

OpenAlex ID: W2183309569