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A GP algorithm for efficient synthesis of GM-C filters on a hexagonal FPAA structure

Authors:

Stanis Trendelenburg,

Joachim Becker,

Fabian Henrici,

Yiannos ManoliAuthors Info & Claims

GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation

Pages 295 - 296

https://doi.org/10.1145/1389095.1389146

Published: 12 July 2008 Publication History

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Abstract

This work presents an approach based on Genetic Programming for the synthesis of continuous-time analog filters on a field-programmable analog array. A multi-objective algorithm is used to synthesize both the topology and parameter values of Gm-C filter structures to be instantiated on the FPAA based on a given filter specification. The presented algorithm is highly adapted to the underlying hardware platform, with the goal of making an efficient crossover of high-quality building blocks possible without biasing certain types of schemata. By manipulating of the program tree in the instantiation phase, it is assured that the resulting synthesized structure fits within the physical constraints of the underlying hardware platform.

References

[1]

J. Becker, S. Trendelenburg, F. Henrici, and Y. Manoli. Synthesis of analog filters on an evolvable hardware platform using a genetic algorithm. In GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation, pages 190--197, New York, NY, USA, 2007. ACM.

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[2]

K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan. A fast and elitist multiobjective genetic algorithm: Nsga-ii. Evolutionary Computation, IEEE Transactions on, 6(2):182--197, Apr 2002.

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Becker JAnders JOrtmanns M(2016)A continuous-time field programmable analog array with 1 GHz GBW2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)10.1109/ICECS.2016.7841169(209-212)Online publication date: Dec-2016
https://doi.org/10.1109/ICECS.2016.7841169
Senn APeter AKorvink J(2011)Analog circuit synthesis using two-port theory and genetic programmingIEEE Africon '1110.1109/AFRCON.2011.6072054(1-8)Online publication date: Sep-2011
https://doi.org/10.1109/AFRCON.2011.6072054

Index Terms

A GP algorithm for efficient synthesis of GM-C filters on a hexagonal FPAA structure
1. Applied computing
  1. Physical sciences and engineering
    1. Electronics
2. Computing methodologies
  1. Artificial intelligence
    1. Search methodologies
      1. Heuristic function construction

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Published In

GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation

July 2008

1814 pages

ISBN:9781605581309

DOI:10.1145/1389095

Conference Chair:
Conor Ryan
University of Limerick, Ireland
,
Editor:
Maarten Keijzer
Chordiant Software International B.V., The Netherlands

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

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Published: 12 July 2008

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GECCO08: Genetic and Evolutionary Computation Conference

July 12 - 16, 2008

GA, Atlanta, USA

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Overall Acceptance Rate 1,669 of 4,410 submissions, 38%

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Becker JAnders JOrtmanns M(2016)A continuous-time field programmable analog array with 1 GHz GBW2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)10.1109/ICECS.2016.7841169(209-212)Online publication date: Dec-2016
https://doi.org/10.1109/ICECS.2016.7841169
Senn APeter AKorvink J(2011)Analog circuit synthesis using two-port theory and genetic programmingIEEE Africon '1110.1109/AFRCON.2011.6072054(1-8)Online publication date: Sep-2011
https://doi.org/10.1109/AFRCON.2011.6072054

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Synthesis of analog filters on an evolvable hardware platform using a genetic algorithm

IC-constrained optimization of continuous-time Gm–C filters

Structure generation and performance comparison of elliptic Gm-C filters: Research Articles

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Structure generation and performance comparison of elliptic G_m-C filters: Research Articles