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Automatic verilog code generation through grammatical evolution

Published: 25 June 2005 Publication History

Abstract

This work aims to investigate the automatic generation of Verilog code, representing digital circuits through Grammatical Evolution (GE). Preliminary tests using a simple full adder generation problem have been performed.

References

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Koza, J., Bennett III F. H., Andre D., Keane M. A. Genetic Programming III: Darwinian Invention and Problem Solving. Morgan Kaufmann Publishers, San Francisco, CA, 1999.
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Lee, W. F. Verilog Coding for Logic Synthesis. Wiley-Interscience, Hoboken, NJ, 2003.
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Montana, D. J., Strongly Typed Genetic Programming. Technical Report BBN 7866 Bolt Banek and Newman Inc., Cambridge, MA, 02138, 1994.
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Navabi, Z. Verilog Digital System Design. McGraw-Hill, New York, NY, 1999.
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O'Neill M., Ryan C. Grammatical Evolution: A Steady State approach. In Late Breaking Papers at the Genetic Programming 1998 Conference (Madison, WI, USA, July 22--25, 1998). Madison, WI, Omni Press, 1998.
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O'Neill M., Ryan C. Under the Hood ff Grammatical Evolution. In Proceedings of the Genetic and Evolutionary Computation Conference GECCO-99 (Orlando, FL, USA, July 13--17, 1999). Morgan Kaufmann Publishers, San Francisco, CA, 1999.
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O'Neill M., Ryan C. Grammatical Evolution. IEEE Transactions on Evolutionary Computation, 5, 4, (August 2001), 349--358.
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Ryan C., Collins J. J., O'Neill M. Grammatical Evolution: Evolving Programs for an Arbitrary Language. In Proc. of the First European Workshop on Genetic Programming (Paris, France, April, 1998). Lecture Notes in Computer Science Volume 1391, Spriger Verlag, London, UK, 1998, 83--96.
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Salustowicz, R. P. and Schmidhuber, J. Probabilistic Incremental Program Evolution. Evolutionary Computation, 5, 2 (1997), 123--141.
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Vanyi R., Zvada S. Syntactically Correct Genetic Programming. In Proc. of the Grammatical Evolution (GEWS 2004) Satellite Workshop to Genetic and Evolutionary Computation Conference (GECCO 2004) (Seattle, Washington, USA, June 26--30, 2004). S. CDROM, 2004.
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Whigham, P. A. Inductive Bias and Genetic Programming. In Proc. of First International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (12--14 September 1995) Conference Publication No. 414, IEEE, London, UK, 1995, 461--466.
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Whigham, P. Grammatically-based Genetic Programming. In Proc. of the Workshop on Genetic Programming: From Theory to Real-World Applications (Tahoe City, California, USA, October, 1995), Morgan Kaufmann Publishers, 1995, 33--41.
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  1. Automatic verilog code generation through grammatical evolution

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    cover image ACM Conferences
    GECCO '05: Proceedings of the 7th annual workshop on Genetic and evolutionary computation
    June 2005
    431 pages
    ISBN:9781450378000
    DOI:10.1145/1102256
    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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    Publication History

    Published: 25 June 2005

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    Author Tags

    1. automatic code generation
    2. grammatical evolution
    3. verilog

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    Cited By

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    • (2024)Enhancing Large Language Models-Based Code Generation by Leveraging Genetic ImprovementGenetic Programming10.1007/978-3-031-56957-9_7(108-124)Online publication date: 28-Mar-2024
    • (2023)Evolving Behavioural Models of Combinational and Sequential Digital Circuits in SystemVerilog using Grammatical EvolutionComputational Intelligence10.1007/978-3-031-46221-4_2(24-43)Online publication date: 3-Nov-2023
    • (2022)ADDC: Automatic Design of Digital CircuitGenetic Algorithms10.5772/intechopen.104410Online publication date: 12-Oct-2022
    • (2022)AVERT: An Automatic Verilog Testbench Generation Tool for Grammatical Evolution2022 33rd Irish Signals and Systems Conference (ISSC)10.1109/ISSC55427.2022.9826162(1-8)Online publication date: 9-Jun-2022
    • (2022)Grammatical Evolution of Complex Digital Circuits in SystemVerilogSN Computer Science10.1007/s42979-022-01045-93:3Online publication date: 12-Mar-2022
    • (2019)Structured grammatical evolution for glucose prediction in diabetic patientsProceedings of the Genetic and Evolutionary Computation Conference10.1145/3321707.3321782(1250-1257)Online publication date: 13-Jul-2019
    • (2019)Evolvable Hardware for Security through Diverse Variants2019 IEEE National Aerospace and Electronics Conference (NAECON)10.1109/NAECON46414.2019.9058062(257-261)Online publication date: Jul-2019
    • (2018)Automatic design of analog electronic circuits using grammatical evolutionApplied Soft Computing10.1016/j.asoc.2017.09.03662(1003-1018)Online publication date: Jan-2018
    • (2008)GEVAACM SIGEVOlution10.1145/1527063.15270663:2(17-22)Online publication date: 1-Jul-2008

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