Genetic Programming Bibliography entries for Trent McConaghy

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GP coauthors/coeditors: Peng Gao, Georges G E Gielen, Tom Eeckelaert, Ewout Martens, Johan Loeckx, Thomas Deman, Henry Leung, Vinay Varadan, Pieter Palmers, Michiel Steyaert, Ekaterina (Katya) Vladislavleva, Rick L Riolo, Una-May O'Reilly,

Genetic Programming Articles by Trent McConaghy

  1. Trent McConaghy and Pieter Palmers and Michiel Steyaert and Georges G. E. Gielen. Trustworthy Genetic Programming-Based Synthesis of Analog Circuit Topologies Using Hierarchical Domain-Specific Building Blocks. IEEE Transactions on Evolutionary Computation, 15(4):557-570, 2011. details

  2. Trent McConaghy and Pieter Palmers and Michiel Steyaert and Georges G. E. Gielen. Variation-Aware Structural Synthesis of Analog Circuits via Hierarchical Building Blocks and Structural Homotopy. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 28(9):1281-1294, 2009. details

  3. Trent McConaghy and Georges G. E. Gielen. Template-Free Symbolic Performance Modeling of Analog Circuits via Canonical-Form Functions and Genetic Programming. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 28(8):1162-1175, 2009. details

  4. J. Loeckx and T. Deman and T. McConaghy and G. Gielen. EMI-immune analogue circuit generated through genetic evolution. Electronics Letters, 45(4):199-200, 2009. details

Genetic Programming Books by Trent McConaghy

Genetic Programming PhD doctoral thesis Trent McConaghy

Genetic Programming Conference proceedings edited by Trent McConaghy

Genetic Programming conference papers by Trent McConaghy

  1. Trent McConaghy. High-dimensional statistical modeling and analysis of custom integrated circuits. In Proceedings of the IEEE Custom Integrated Circuits Conference (CICC 2011), San Jose, CA, USA, 2011. invited paper. details

  2. Pieter Palmers and Trent McConnaghy and Michiel Steyaert and Georges Gielen. Massively multi-topology sizing of analog integrated circuits. In Design, Automation Test in Europe Conference Exhibition, 2009. DATE '09, pages 706-711, Nice, 2009. details

  3. Johan Loeckx and Thomas Deman and T. McConaghy and G. G. E. Gielen. A novel EMI-immune Current Mirror Topology obtained by Genetic Evolution. In R. Vahldieck editor, 20th International Zurich Symposium on Electromagnetic Compatibility, Switzerland, 2009. Topical Session: EMC Design, Optimization, Modeling and Simulation of Automotive Components. details

  4. Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert. Automated extraction of expert knowledge in analog topology selection and sizing. In IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2008, pages 392-395, San Jose, CA, USA, 2008. details

  5. Peng Gao and Trent McConaghy and Georges Gielen. ISCLEs: Importance Sampled Circuit Learning Ensembles for Trustworthy Analog Circuit Topology Synthesis. In Gregory S. Hornby and Lukas Sekanina and Pauline C. Haddow editors, Proceedings of the 8th International Conference on Evolvable Systems, ICES 2008, volume 5216, pages 11-21, Prague, Czech Republic, 2008. Springer. details

  6. Peng Gao and Trent McConaghy and Georges Gielen. Importance sampled circuit learning ensembles for robust analog IC design. In IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2008, pages 396-399, San Jose, CA, USA, 2008. details

  7. Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert. Simultaneous Multi-Topology Multi-Objective Sizing Across Thousands of Analog Circuit Topologies. In 44th ACM/IEEE Conference on Design Automation, DAC '07, pages 944-947, San Diego, CA, USA, 2007. details

  8. Georges Gielen and Tom Eeckelaert and Ewout Martens and Trent McConaghy. Automated synthesis of complex analog circuits. In 18th European Conference on Circuit Theory and Design, ECCTD 2007, pages 20-23, Seville, 2007. IEEE. details

  9. Trent McConaghy and Georges Gielen. Double-Strength CAFFEINE: Fast Template-Free Symbolic Modeling of Analog Circuits via Implicit Canonical Form Functions and Explicit Introns. In Proceedings of Design, Automation and Test in Europe, DATE '06, volume 1, Munich, 2006. details

  10. Trent McConaghy and Georges Gielen. Canonical form functions as a simple means for genetic programming to evolve human-interpretable functions. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 855-862, Seattle, Washington, USA, 2006. ACM Press. details

  11. Trent McConaghy and Tom Eeckelaert and Georges Gielen. CAFFEINE: Template-Free Symbolic Model Generation of Analog Circuits via Canonical Form Functions and Genetic Programming. In Proceedings of the Design Automation and Test Europe (DATE) Conference, volume 2, pages 1082-1087, Munich, 2005. details

  12. Trent McConaghy and Georges Gielen. Analysis of Simulation-Driven Numerical Performance Modeling Techniques for Application to Analog Circuit Optimization. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), volume 2, pages 1298-1301, 2005. IEEE Press. details

  13. Trent McConaghy and Georges Gielen. IBMG: Interpretable Behavioral Model Generator for Nonlinear Analog Circuits via Canonical Form Functions and Genetic Programming. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), pages 5170-5173, 2005. IEEE Press. details

  14. T. McConaghy and H. Leung and V. Varadan. Functional reconstruction of dynamical systems from time series using genetic programming. In 26th Annual Conference of the IEEE Industrial Electronics Society, IECON 2000, volume 3, pages 2031-2034, Nagoya, 2000. IEEE. details

  15. Trent McConaghy and Henry Leung. Genetic Programming with Least Squares for Fast, Precise Modeling of Polynomial Time Series. In John R. Koza editor, Late Breaking Papers at the Genetic Programming 1998 Conference, pages 151-158, University of Wisconsin, Madison, Wisconsin, USA, 1998. Stanford University Bookstore. details

Genetic Programming book chapters by Trent McConaghy

  1. Trent McConaghy. FFX: Fast, Scalable, Deterministic Symbolic Regression Technology. In Rick Riolo and Ekaterina Vladislavleva and Jason H. Moore editors, Genetic Programming Theory and Practice IX, chapter 13, pages 235-260. Springer, Ann Arbor, USA, 2011. details

  2. Trent McConaghy and Ekaterina Vladislavleva and Rick Riolo. Genetic Programming Theory and Practice 2010: An Introduction. In Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva editors, Genetic Programming Theory and Practice VIII, volume 8 of Genetic and Evolutionary Computation, pages xvii-xxviii. Springer, Ann Arbor, USA, 2010. details

  3. Trent McConaghy. Symbolic Density Models of One-in-a-Billion Statistical Tails via Importance Sampling and Genetic Programming. In Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva editors, Genetic Programming Theory and Practice VIII, volume 8 of Genetic and Evolutionary Computation, chapter 10, pages 161-173. Springer, Ann Arbor, USA, 2010. details

  4. Una-May O'Reilly and Trent McConaghy and Rick Riolo. GPTP 2009: An Example of Evolvability. In Rick L. Riolo and Una-May O'Reilly and Trent McConaghy editors, Genetic Programming Theory and Practice VII, chapter 1, pages 1-18. Springer, Ann Arbor, 2009. details

  5. Trent McConaghy. Latent Variable Symbolic Regression for High-Dimensional Inputs. In Rick L. Riolo and Una-May O'Reilly and Trent McConaghy editors, Genetic Programming Theory and Practice VII, chapter 7, pages 103-118. Springer, Ann Arbor, 2009. details

  6. Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert. Automated Extraction of Expert Domain Knowledge from Genetic Programming Synthesis Results. In Rick L. Riolo and Terence Soule and Bill Worzel editors, Genetic Programming Theory and Practice VI, chapter 8, pages 111-125. Springer, Ann Arbor, 2008. details

  7. Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert. Genetic Programming with Reuse of Known Designs for Industrially Scalable, Novel Circuit Design. In Rick L. Riolo and Terence Soule and Bill Worzel editors, Genetic Programming Theory and Practice V, chapter 10, pages 159-184. Springer, Ann Arbor, 2007. details

  8. Trent McConaghy and Georges Gielen. Genetic Programming in Industrial Analog CAD: Applications and Challenges. In Tina Yu and Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice III, volume 9 of Genetic Programming, chapter 19, pages 291-306. Springer, Ann Arbor, 2005. details