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Advanced Techniques for GA-based sequential ATPGs

Published: 11 March 1996 Publication History

Abstract

Genetic Algorithms have been recently investigated as an efficient approach to test generation for synchronous sequential circuits. In this paper we propose a set of techniques which significantly improves the performance of a previously proposed the GA-based ATPG algorithm: in particular, the new techniques enhance the capability of the algorithm in terms of test length minimization and fault excitation. We report some experimental results gathered with a prototypical tool and show that a well-tuned GA-based ATPG is generally superior to both symbolic and topological ones in terms of achieved Fault Coverage and required CPU time.

References

[1]
[ACAg88] V. D. Agrawal, K.-T. Cheng, P. Agrawal, "CONTEST: A Concurrent Test Generator for Sequential Circuits," Proc. 25th Design Automation Conf., 1988, pp. 84-89.
[2]
[CHSo93] H. Cho, G. D. Hatchel, F. Somenzi, "Redundancy Identification/Removal and Test Generation for Sequential Circuits Using Implicit State Enumeration," IEEE Trans. on CAD/ICAS, Vol. CAD-12, No. 7, pp. 935-945, July 1993.
[3]
[Gold89] D. E. Goldberg, "Genetic Algorithms in Search, Optimization, and Machine Learning," Addison-Wesley, 1989.
[4]
[NiPa91] T. Niermann, J. H. Patel, "HITEC: A Test Generator Package for Sequential Circuits," Proc. European. Design Aut. Conf., 1991, pp. 214-218.
[5]
[PRSR94] P. Prinetto, M. Rebaudengo, M. Sonza Reorda, "An Automatic Test Pattern Generator for Large Sequential Circuits based on Genetic Algorithms," Proc. Int. Test Conf., 1994, pp. 240-249.
[6]
[RPGN94] E. M. Rudnick, J. H. Patel, G. S. Greenstein, T. M. Niermann, "Sequential Circuit Test Generation in a Genetic Algorithm Framework," Proc. Design Automation Conf., 1994, pp. 698-704.
[7]
[SSAb92] D. G. Saab, Y. G. Saab, J. Abraham, "CRIS: A Test Cultivation Program for Sequential VLSI Circuits," Proc. Int. Conf. on Comp. Aided Design , 1992, pp. 216-219.

Cited By

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  • (2018)Genetic algorithm as self-test path and circular self-test path design methodVietnam Journal of Computer Science10.1007/s40595-018-0121-05:3-4(263-278)Online publication date: 1-Sep-2018
  • (2001)Combining GAs and Symbolic Methods for High Quality Tests of Sequential CircuitsJournal of Electronic Testing: Theory and Applications10.1023/A:101119372582417:1(37-51)Online publication date: 1-Feb-2001
  • (2000)Simulation based test generation for scan designsProceedings of the 2000 IEEE/ACM international conference on Computer-aided design10.5555/602902.603024(544-549)Online publication date: 5-Nov-2000
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  1. Advanced Techniques for GA-based sequential ATPGs

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    Information & Contributors

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    Published In

    cover image ACM Conferences
    EDTC '96: Proceedings of the 1996 European conference on Design and Test
    March 1996
    585 pages
    ISBN:0818674237

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    IEEE Computer Society

    United States

    Publication History

    Published: 11 March 1996

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    View all
    • (2018)Genetic algorithm as self-test path and circular self-test path design methodVietnam Journal of Computer Science10.1007/s40595-018-0121-05:3-4(263-278)Online publication date: 1-Sep-2018
    • (2001)Combining GAs and Symbolic Methods for High Quality Tests of Sequential CircuitsJournal of Electronic Testing: Theory and Applications10.1023/A:101119372582417:1(37-51)Online publication date: 1-Feb-2001
    • (2000)Simulation based test generation for scan designsProceedings of the 2000 IEEE/ACM international conference on Computer-aided design10.5555/602902.603024(544-549)Online publication date: 5-Nov-2000
    • (2000)Sensitivity Levels of Test Patterns and Their Usefulness in Simulation-Based Test GenerationProceedings of the 2000 IEEE International Conference on Computer Design: VLSI in Computers & Processors10.5555/557517.846890Online publication date: 17-Sep-2000
    • (1999)A Cone-Based Genetic Optimization Procedure for Test Generation and Its Application to n$n$-Detections in Combinational CircuitsIEEE Transactions on Computers10.1109/12.80516448:10(1145-1152)Online publication date: 1-Oct-1999
    • (1999)Hybrid Fault Simulation for Synchronous Sequential CircuitsJournal of Electronic Testing: Theory and Applications10.1023/A:100837652245115:3(219-238)Online publication date: 1-Dec-1999
    • (1997)On improving genetic optimization based test generationProceedings of the 1997 European conference on Design and Test10.5555/787260.787713Online publication date: 17-Mar-1997
    • (1997)SAARAProceedings of the 1997 ACM symposium on Applied computing10.1145/331697.331745(228-232)Online publication date: 1-Apr-1997

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