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/mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/WebResponse.php on line 42 http://de.evo-art.org/index.php?title=Evolutionary_Synthesis_of_Micromachines_Using_Supervisory_Multiobjective_Interactive_Evolutionary_Computation&feed=atom&action=history Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation - Versionsgeschichte 2024-03-28T15:52:43Z Versionsgeschichte dieser Seite in de_evolutionary_art_org MediaWiki 1.27.4 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745 Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in 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Kamalian, Ying Zhang, Hideyuki Takagi, and Alice M. Agogino: Evolutionary Synthesis of Micromachines Using Supervisory Multiobje…“ 2015-01-17T13:15:30Z <p>Die Seite wurde neu angelegt: „== Reference == Raffi R. Kamalian, Ying Zhang, <a href="/index.php?title=Hideyuki_Takagi" title="Hideyuki Takagi">Hideyuki Takagi</a>, and Alice M. Agogino: Evolutionary Synthesis of Micromachines Using Supervisory Multiobje…“</p> <p><b>Neue Seite</b></p><div>== Reference ==<br /> Raffi R. Kamalian, Ying Zhang, [[Hideyuki Takagi]], and Alice M. Agogino: [[Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation]]. Revised Selected Papers from ICMLC2005, LNAI 3930, Springer-Verlag Berlin Heidelberg, pp.429-437 (2006). <br /> <br /> == DOI ==<br /> http://dx.doi.org/10.1007/11739685_45 <br /> <br /> == Abstract ==<br /> A novel method of Interactive Evolutionary Computation (IEC) for the design of microelectromechanical systems (MEMS) is presented. As the main limitation of IEC is human fatigue, an alternate implementation that requires a reduced amount of human interaction is proposed. The method is applied to a multi-objective genetic algorithm, with the human in a supervisory role, providing evaluation only every n th -generation. Human interaction is applied to the evolution process by means of Pareto-rank shifting for the fitness calculation used in selection. The results of a test on 13 users shows that this IEC method can produce statistically significant better MEMS resonators than fully automated non-interactive evolutionary approaches.<br /> <br /> == Extended Abstract ==<br /> <br /> == Bibtex == <br /> <br /> == Used References == <br /> Zhou, N., Zhu, B., Agogino, A.M., Pister, K.S.J.: Evolutionary Synthesis of MEMS Micro Electronic Mechanical Systems Design, Intelligent Engineering System through Artificial Neural Networks. In: Proceedings of the Artificial Neural Networks in Engineering (ANNIE 2001), pp. 197–202 (2001)<br /> <br /> Zhou, N., Agogino, A.M., Pister, K.S.J.: Automated Design Synthesis for Micro-Electro-Mechanical Systems (MEMS). In: Proceedings of ASME Design Automation Conference (2002)<br /> <br /> Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Longman, Boston (1989)<br /> <br /> van Laarhoven, P.J.M., Aarts, E.H.L.: Simulated Annealing: Theory and Applications. Reidel Publishing, Dordrecht (1987)<br /> <br /> Zhou, N.: Simulation and Synthesis of Microelectromechanical Systems, Doctoral Thesis, UC Berkeley (2002)<br /> <br /> Kamalian, R., Zhou, N., Agogino, A.M.: A Comparison of MEMS Synthesis Techniques. In: Proceedings of the 1st Pacific Rim Workshop on Transducers and Micro/Nano Technologies, Xiamen, China, pp. 239–242 (2002)<br /> <br /> Kamalian, R.: Evolutionary Synthesis of MEMS, Doctoral Thesis, UC Berkeley (2004)<br /> <br /> Takagi, H.: Interactive Evolutionary Computation: Fusion of the Capacities of EC Optimization and Human Evaluation. Proceedings of the IEEE 89(9), 1275–1296 (2001) http://dx.doi.org/10.1109/5.949485<br /> <br /> Kamalian, R., Takagi, H., Agogino, A.M.: Optimized Design of MEMS by Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation. In: Deb, K., et al. (eds.) GECCO 2004. LNCS, vol. 3103, pp. 1030–1041. Springer, Heidelberg (2004) http://dx.doi.org/10.1007/978-3-540-24855-2_114<br /> <br /> Kamalian, R., Takagi, H., Agogino, A.M.: The Role of Constraints and Human Interaction in Evolving MEMS Designs: Microresonator Case Study. In: Proceedings of DETC 2004, ASME 2004 Design Engineering Technical Conference, Salt Lake City, UT (2004)<br /> <br /> Singh, A., Minsker, B. S., Takagi, H.: Interactive Genetic Algorithms for Inverse Groundwater Modeling, American Society of Civil Engineers (ASCE) Environmental &amp; Water Resources Institute (EWRI) World Water &amp; Environmental Resources Congress 2005, Anchorage, AK, (2005)<br /> <br /> Kamalian, R., Agogino, A.M.: Improving Evolutionary Synthesis of MEMS through Fabrication and Testing Feedback. In: IEEE SMC 2005, IEEE Conference on Systems, Man and Cybernetics (2005)<br /> <br /> Antonsson, E.K., Cagan, J. (eds.): Formal Engineering Design Synthesis. Cambridge University Press, Cambridge (2001)<br /> <br /> SUGAR: Simulation Research for MEMS, http://bsac.eecs.berkeley.edu/cadtools/sugar/sugar/<br /> <br /> ANOVA: ANalysis Of VAriance between groups, http://www.physics.csbsju.edu/stats/anova.html<br /> <br /> <br /> == Links ==<br /> === Full Text === <br /> http://best.berkeley.edu/~raffi/papers/LNAI_39300428.pdf<br /> <br /> [[intern file]]<br /> <br /> === Sonstige Links ===</div> Gbachelier Deprecated: strlen(): Passing null to parameter #1 ($string) of type string is deprecated in /mnt/web618/b0/56/5203556/htdocs/mediawiki_01/includes/db/Database.php on line 1745