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- research-articleJune 2020
Semantically-oriented mutation operator in cartesian genetic programming for evolutionary circuit design
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation ConferencePages 940–948https://doi.org/10.1145/3377930.3390188Despite many successful applications, Cartesian Genetic Programming (CGP) suffers from limited scalability, especially when used for evolutionary circuit design. Considering the multiplier design problem, for example, the 5×5-bit multiplier represents ...
- research-articleDecember 2012
On the Evolution of Hardware Circuits via Reconfigurable Architectures
ACM Transactions on Reconfigurable Technology and Systems (TRETS), Volume 5, Issue 4Article No.: 22, Pages 1–22https://doi.org/10.1145/2392616.2392620Traditionally, hardware circuits are realized according to techniques that follow the classical phases of design and testing. A completely new approach in the creation of hardware circuits has been proposed---the Evolvable Hardware (EHW) paradigm, which ...
- ArticleJune 2011
Efficient GA Approach Combined with Taguchi Method for Mixed Constrained Circuit Design
ICCSA '11: Proceedings of the 2011 International Conference on Computational Science and Its ApplicationsPages 290–293https://doi.org/10.1109/ICCSA.2011.44This paper proposes a new circuit design optimization method where Genetic Algorithm (GA) with parameterized uniform crossover (GApuc) is combined with Taguchi method. The purposed are (a) using Taguchi method to search for optimal fitness value and (b) ...