Synthesis of Logic Circuits Using Fractional-Order Dynamic Fitness Functions

This paper analyses the performance of a genetic algorithm using a new concept, namely a fractional-order dynamic fitness function, for the synthesis of combinational logic circuits. The experiments reveal superior results in terms of speed and convergence to archieve a solution.

Bibliographic Details
Main Author: Reis, Cecília (author)
Other Authors: Tenreiro Machado, J. A. (author), Cunha, J. Boaventura (author)
Format: conferenceObject
Language:eng
Published: 2019
Subjects:
Circuit Design
Fractional-order systems
Genetic algorithms
Logic Circuits
Online Access:http://hdl.handle.net/10400.22/13119
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/13119
Description
Summary:This paper analyses the performance of a genetic algorithm using a new concept, namely a fractional-order dynamic fitness function, for the synthesis of combinational logic circuits. The experiments reveal superior results in terms of speed and convergence to archieve a solution.

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