Quelltext der Seite Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation

== Reference ==
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). 

== DOI ==
http://dx.doi.org/10.1007/11739685_45 

== Abstract ==
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.

== Extended Abstract ==

== Bibtex == 

== Used References ==  
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Zhou, N.: Simulation and Synthesis of Microelectromechanical Systems, Doctoral Thesis, UC Berkeley (2002)
    
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)
    
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== Links ==
=== Full Text === 
http://best.berkeley.edu/~raffi/papers/LNAI_39300428.pdf

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