List of GARAGe Papers

The following is a reasonably current (although hardly complete) list of GARAGe papers and technical reports. All that are downloadable are stored in the portable document format (PDF). To open PDF files you need Adobe Acrobat Reader. If you do not have it you can get it here. (More recent items listed are not available for download, but may often be available on-line at the corresponding journal/conference/publisher site.) Please contact punch@cse.msu.edu if you encounter any problems with these files. Use the navigation bars at the top and bottom of this page to go to previous years.

2008

Peng, Xiangdong, Erik D. Goodman and Ronald C. Rosenberg, "Robust Engineering Design of Electronic Circuits with Active Components Using Genetic Programming and Bond Graphs." Chapter in Riolo, R., Soule, T. and Worzel, W. (eds.), Genetic Programming in Theory and Practice, V, Studies in Computational Intelligence Series. Springer, Berlin, pp. 187-202, 2008.

Goodman, E., Averill, R., and Sidhu, R. "Multi-Level Decomposition for Tractability in Structural Design Optimization," chapter in Yu, T., Davis, L., Baydar, C., and Roy, R. (eds.), Evolutionary Computation in Practice, Springer, Studies in Computational Intelligence Series, v. 88, Berlin, pp. 41-62, 2008.

Hu, J, E. Goodman, S. Li and R. Rosenberg, "Automated Synthesis of Mechanical Vibration Absorbers using Genetic Programming," Artificial Intelligence in Engineering Design and Manufacturing, 22(3), August, 2008, pp. 207-217.

Wang, J., Z. Fan, J. Terpenny and E. Goodman, "Cooperative Body-Brain Coevolutionary Synthesis of Mechatronic Systems," Artificial Intelligence in Engineering Design and Manufacturing, 22(3), August, 2008, pp. 219-234.

Z. Fan; J. Wang; S. Achiche; E. Goodman, R. Rosenberg, "Structured Synthesis of MEMS Using Evolutionary Approaches," Journal of Applied Soft Computing, 8, pp. 579-589, January, 2008.

2007

Hu, J., X. Li and E. Goodman. Evolutionary Robust Design of Analog Filters using Genetic Programming. Chapter in Evolutionary Computation in Dynamic and Uncertain Environments, Kacprzyk, J. (ed.), Springer Series on Studies in Computational Intelligence. Springer, Berlin, pp. 479-496, 2007.

Peng, Xiangdong, Erik D. Goodman and Ronald C. Rosenberg. "Comparison of Robustness of Three Filter Design Strategies Using Genetic Programming and Bond Graphs," chapter in Riolo, R., Soule, T. and Worzel, B., Genetic Programming Theory and Practice IV, Springer, March, 2007.

Achiche, S., W. Wei, Z. Fan, A.Ozkil, J. Wang, T. Sørensen, E. Goodman, "Genetically Generated Double-Level Fuzzy Controller with a Fuzzy Adjustment Strategy." Proc. Genetic & Evolutionary Computation Conference (GECCO-2007), D. Thierens et al., eds., July 7-11, 2007, London, ACM (New York), pp. 1880-1887.

Li, Z. and E. Goodman, "Learning Building Block Structure from Crossover Failure" Proc. Genetic & Evolutionary Computation Conference (GECCO-2007), D. Thierens et al., eds., July 7-11, London, ACM (New York), pp. 1280-1287.

Xu, L., Hu, Q. and Goodman, E., "A Multi-Objective Compatible Control (MOCC) Algorithm for a Class of Energy-Saving Control Problems." Proc. IEEE Conf. on Decision and Control, New Orleans, Dec. 12-14, 2007.

Xu, L., Hu, Q. and Goodman, E. "A Compatible Energy-saving Control Algorithm for a Class of Conflicted Multi-objective Control Problem," Proc. 2007 IEEE Congress on Evolutionary Computation, Sep. 25-28, 2007, Singapore.

2006

Zhun Fan, Mogens Andreasen, Jiachuan Wang, Erik Goodman, Lars Hein. Towards an Evolvable Engineering Design Framework for Interactive Computer Design Support of Mechatronic Systems." Chapter in Integrated Intelligent Systems for Engineering Design, edited by Xuan F Zha and R. J. Howlett, IOS Press, pp. 182-198, 2006.

H. Firpi, E. Goodman, J. Echauz, "On Prediction of Epileptic Seizures by Means of Genetic Programming Artificial Features," Annals of Biomedical Engineering, 34(3), 2006, pp. 515-529.

2005

Fan, Z., Wang, J., Seo, K., Hu, J., Rosenberg, R., Terpenny, J., and Goodman, E. Automating the Hierarchical Synthesis of MEMS using Evolutionary Approaches. Chapter in Evolvable Machines: Theory and Practice, Nedjah, N. and Mourelle, L., eds., Springer, Berlin, 2005, pp. 129-149.

Jianjun Hu, R. C. Rosenberg and Erik D. Goodman, "Domain Specificity of Genetic Programming Based Automated Synthesis: A Case Study with Synthesis of Mechanical Vibration Absorbers," chapter in T. Yu, R. Riolo, and B. Worzel (eds.), Genetic Programming Theory and Practice III, Springer, New York, November, 2005, pp. 275-290.

J. Hu and E. Goodman. "Evolving robust dynamic systems with genetic programming," Genetic Programming Theory and Practice II, R. Riolo and W. Worzel (eds.), Kluwer Academic Publishers, Boston, January, 2005, pp. 143-158.

J. Hu, E. Goodman, K. Seo, Z. Fan, and R. Rosenberg, "The Hierarchical Fair Competition (HFC) Framework for Sustainable Evolutionary Algorithms," Evolutionary Computation, 13(2), 2005, pp. 241-277.

J. Wang, Z, Fan, J. Terpenny, and E. Goodman, "Knowledge Interaction with Genetic Programming in Mechatronic Systems Design Using Bond Graphs," IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation. 35(2), 2005, pp 172-182.

J. Hu, X. Zhong, E. Goodman, "Open-Ended Robust Design of Analog Filters Using Genetic Programming," Proc. Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), Volume 2, ACM Press, June, 2005, Washington, DC, pp. 1619-1626 [nominated for Best Paper Award].

H. Firpi, E. Goodman and J. Echauz, "Epileptic Seizure Detection by Means of Genetically Programmed Artificial Features," Proc. Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), Volume 1, ACM Press, June, 2005, Washington, DC, pp. 461-466.

Z. Fan, M. Andreasen, J. Wang, E. Goodman and Lars Hein," Towards an evolvable chromosome model for interactive computer design support," Proc. Internat. Conf. on Engineering Design (ICED05), Melbourne, Australia, Aug. 15-18, 2005.

H. Firpi, E. Goodman, and J. Echauz, "On Prediction of Epileptic Seizures by Computing Multiple Genetic Programming Artificial Features," Proc. 8th European Conference on Genetic Programming, Lecture Notes in Computer Science, Springer, Lausanne, Switzerland, March, 2005, pp. 321-330.

Z. Fan, J. Wang, and E. Goodman, "An Evolutionary Approach For Robust Layout Synthesis of MEMS," Proc. IEEE/ASME Int. Conf. on Advanced Intelligent Mechatronics, Monterey, CA, July 24-28, 2005, pp. 1186-1191.

J. Clune, S. Goings, W. Punch and E. Goodman, "Investigations in Meta-GAs: Panaceas or Pipe Dreams?" in Workshop on Parameter Setting in Genetic and Evolutionary Algorithms, Workshop Proceedings, Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), sponsored by ACM SIGEVO, June, 2005, Washington, DC, pp. 235-241.

E. Goodman, "Strategies for Design Optimization: Lessons from Automotive Systems," invited paper in Proceedings, Evolutionary Computation in Practice Track, Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), sponsored by ACM SIGEVO, June, 2005, Washington, DC, 39pp.

E. Goodman, "Introduction to Genetic Algorithms," in Tutorial Proceedings, Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), sponsored by ACM SIGEVO, June, 2005, Washington, DC, 19pp.

J. Hu and E. Goodman. "Evolving robust dynamic systems with genetic programming," Genetic Programming Theory and Practice II, U.-M. O'Reilly, T. Yu, R. Riolo and W. Worzel (eds.), Kluwer Academic Publishers, Boston, 2005, pp. 143-158.

J. Hu, X. Zhong, E. Goodman, "Open-Ended Robust Design of Analog Filters Using Genetic Programming," Proc. Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), Volume 2, ACM Press, June, 2005, Washington, DC, pp. 1619-1626.

K. Seo, E. Goodman, R. Rosenberg, "Design of Air Pump System Using Bond Graph and Genetic Programming Method," poster paper and published abstract in Proc. Genetic & Evolutionary Computation Conference-2005 (GECCO-2005), Volume 2, ACM Press, June, 2005, Washington, DC, pp. 2215-2216.

2004

Z. Fan, J. Wang, and E. Goodman, "Exploring Open-Ended Design Space of Mechatronic Systems," Internat. J. of Advanced Robotic Systems, 1(4), pp. 295-302, Dec., 2004.

H. Firpi and E. Goodman, "Designing Templates for Cellular Neural Networks Using Particle Swarm Optimization," Proc. 33rd Applied Imagery Pattern Recognition Workshop 2004, Washington DC, Oct. 13-15, 2004. (appeared in conference pre-print; post-conference proceedings in press).

H. Firpi and E. Goodman, "Swarmed feature selection," Proc. 33rd Applied Imagery Pattern Recognition Workshop 2004, Washington DC, Oct. 13-15, 2004. (appeared in conference pre-print; post-conference proceedings in press).

Jianjun Hu, Erik Goodman, Kisung Seo, and Ronald Rosenberg, "Toward Efficient Topological Synthesis of Dynamic Systems Using Bond Graphs and Genetic Programming," chapter in Nedjah, Nadia (ed.), Evolutionary Machine Design: Methodology and Application, a book in Series on Intelligent Systems Engineering, Nova Science Publishers, 2004.

Z. Fan, K. Seo, J. Hu, E. Goodman, R. Rosenberg, "A Novel Evolutionary Engineering Design Approach for Mixed-Domain Systems," in J. Engineering Optimization, 36(2), 2004.

Chen, H; Abu-Lebdeh, G; & Goodman, E:, "Improving Performance of Genetic Algorithms for Transportation Systems: The Case of Parallel Genetic Algorithms," Proc. 83rd Transportation Research Board Meeting, DC, January, 2004. Under review for publication in Journal of the Transportation Research Board.

H. Chen, G. Abu-Lebdeh, & E. Goodman: "Optimizing Dynamic Roadway Traffic Control with Parallel Genetic Algorithms and Assessment of Computational Advantages," Proceedings of the ASCE Civil Engineering Conference and Exposition, Baltimore, 2004.

Bulent Buyukbozkirli and Erik Goodman, “A Statistical Model of GA Dynamics for the OneMax Problem,” Proc. 2004 Genetic and Evolutionary Computation Conference, Lecture Notes in Computer Science, Springer, June, 2004, Seattle, WA, Part I, pp. 935-946.

Jianjun Hu, Erik Goodman, and Ronald Rosenberg, “Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model,” Proc. 2004 Genetic and Evolutionary Computation Conference, Lecture Notes in Computer Science, Springer, June, 2004, Seattle WA, Part I, pp. 1220-1232.

Kisung Seo, Erik Goodman, Jianjun Hu, Zhun Fan, and Ronald Rosenberg, “Hierarchical Breeding Control for Efficient Topology/Parameter Evolution Using Modular Primitives in Bond Graph Model Design, poster and 2-p. abstract in Proc. 2004 Genetic and Evolutionary Computation Conference, June, 2004, Seattle, WA, Part II, pp. 722-723.

Erik D. Goodman, “Introduction to Genetic Algorithms,” Tutorial Program, 2004 Genetic and Evolutionary Computation Conference (GECCO-2004), R. Poli ( ed.), Seattle, WA, June, 2004, pp. 383-401.

J. Hu, E. Goodman, R. Rosenberg, "Topological search in automated mechatronic system synthesis using bond graphs and genetic programming," Proc. IEEE American Control Conference, June 30 – July 2, 2004, Boston, Massachusetts.

Jianjun Hu and Erik Goodman, “Wireless Access Point Configuration by Genetic Programming,” Proc. IEEE Congress on Evolutionary Computation, June, 2004, Portland, OR, pp. 1178-1184.

Zhun Fan, Erik Goodman, Jiachuan Wang, Ronald Rosenberg, Kisung Seo and Jianjun Hu, “Hierarchical Evolutionary Synthesis of MEMS,” Proc. IEEE Congress on Evolutionary Computation, June, 2004, Portland, OR, pp. 2320-2327.

Erik D. Goodman, "Introduction to Genetic Algorithms," Tutorial Program, 2004 Genetic and Evolutionary Computation Conference (GECCO-2004), R. Poli (ed.), Seattle, WA, June, 2004, pp. 383-401.