DocumentCode
3056717
Title
Artificial evolution of active filters: a case study
Author
Zebulum, Ricardo Salem ; Pacheco, Marco Aurélio ; Vellasco, Marley
Author_Institution
Sch. of Biol. Sci., Sussex Univ., Brighton, UK
fYear
1999
fDate
1999
Firstpage
66
Lastpage
75
Abstract
This article focuses on the application of artificial avolution to the synthesis of analog active filters. The main objective of this research is the achievement of a new class of systems, with advantageous features compared to conventional ones, such as lower power consumption, higher speed and more robustness to noise. The particular problem of designing the amplifier of an AM receiver is examined in this work. Genetic algorithms are employed as our evolutionary tool and two sets of experiments are described. The first set has been carried out using a single objective, the desired frequency response of the circuit. In a second set of experiments, three other objectives have been included in the system. A new multi-objective evaluation methodology was conceived for this second set of experiments. A second approach for evolving active filters, using programmable chips, is also discussed in this paper
Keywords
active filters; frequency response; genetic algorithms; power consumption; AM receiver; active filters; amplifier; artificial evolution; frequency response; genetic algorithms; multiobjective evaluation methodology; programmable chips; Active filters; Analog computers; Biology computing; Bipolar transistors; Circuits; Computer aided software engineering; Evolution (biology); Frequency; Genetic algorithms; Radiofrequency amplifiers;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolvable Hardware, 1999. Proceedings of the First NASA/DoD Workshop on
Conference_Location
Pasadena, CA
Print_ISBN
0-7695-0256-3
Type
conf
DOI
10.1109/EH.1999.785436
Filename
785436
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