Evolution of Analog Electric Circuits using a New Genetic Algorithm Approach | ||
| Menoufia Journal of Electronic Engineering Research | ||
| Article 2, Volume 20, Issue 2, July 2010, Pages 133-146 | ||
| Document Type: Original Article | ||
| DOI: 10.21608/mjeer.2010.66512 | ||
| Author | ||
| Walid M. Aly | ||
| Technical & Vocational Institute-Arab Academy for science, Technology and Maritime Transport, Alexandria, Egypt | ||
| Abstract | ||
| Evolvable hardware is a hardware that depends on evolutionary algorithms (EAs) for performing electrical circuit synthesis and evolving its electrical circuit architecture, furthermore it depends on EAs for making the necessary adaptations to this architecture while working on line, and electrical circuit synthesis is recognized as an act of human intelligence. This paper presents a new approach for solving the electrical circuit synthesis problem using genetic algorithms as an automated design technique, the proposed approach offers a new coding style for the chromosome representing the electric circuit, and also minimizes the chromosome size in an attempt to solve the scalability problem associated with evolvable hardware. This approach is tested upon the synthesis of low pass electrical filter and has proved to be efficient and capable of handling more complex circuit design tasks with minor future changes. | ||
| Keywords | ||
| Automated filter design-Artificial Intelligence-electric circuit synthesis-Genetic algorithms | ||
| References | ||
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