Abstract
This paper presents the use of two different strategies for genetic programming (GP) population growth control: decreasing the computational effort by plagues and dynamic adjustment of fitness; applied to passive analog filters design based on general topologies. Obtained experimental results show that proposed strategies improve the design process performance.
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References
Brameier, M.: On Linear Genetic Programming. PhD Thesis. Universität Dortmund. Germany (2004)
Fernandez, F., Vanneschi, L., Tomassini, M.: The Effect of Plagues. In: Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.) EuroGP 2003. LNCS, vol. 2610, pp. 317–326. Springer, Heidelberg (2003)
Hu, J., Zhong, X., Goodman, E.: Open Ended Robust Design of Analog Filters Using Genetic Programming. In: Proc. 2005 ACM Conf. & and Evolutionary Computation, pp. 1619–1626 (2005)
Koller, R., Wilamowski, B.: LADDER. A Microcomputer Tool for Passive Filter Design and Simulation. IEEE Transactions on Education 39(4), 478–487 (1996)
Koza, J., Bennett, F., Andre, D., Keane, M., Dunlap, F.: Automated Synthesis of Analog Electrical Circuits by Means of Genetic Programming. IEEE Transactions on Evolutionary Computations 1(2), 109–128 (1997)
Koza, J.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)
Mitchell, M.: An Introduction to Genetic Algorithms. MIT Press, Cambridge (1998)
Nuhertz Technologies, Passive Filters Solutions (2008), http://www.filter-solutions.com/passive.html (accessed April 10, 2008)
Paarmann, L.: Design and Analysis of Analog Filters. Kluwer Academic Publishers, Dordrecht (2003)
Poli, R.: A Simple but Theoretically-Motivated Method to Control Bloat. In: Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.) EuroGP 2003. LNCS, vol. 2610, pp. 204–217. Springer, Heidelberg (2003)
Quarles, T.: The SPICE3 Implementation Guide. Memorandum Nro. UCB/ERL M89/44. Electronics Research Laboratory. University of California at Berkeley (1989)
Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.): EuroGP 2003. LNCS, vol. 2610. Springer, Heidelberg (2003)
Streeter, M.: The Root Causes of Code Growth. In: Ryan, C., Soule, T., Keijzer, M., Tsang, E.P.K., Poli, R., Costa, E. (eds.) EuroGP 2003. LNCS, vol. 2610, pp. 443–454. Springer, Heidelberg (2003)
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Chouza, M., Rancan, C., Clua, O., García-Martínez, R. (2009). Passive Analog Filter Design Using GP Population Control Strategies. In: Chien, BC., Hong, TP. (eds) Opportunities and Challenges for Next-Generation Applied Intelligence. Studies in Computational Intelligence, vol 214. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92814-0_24
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DOI: https://doi.org/10.1007/978-3-540-92814-0_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-92813-3
Online ISBN: 978-3-540-92814-0
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