Title :
Interactive Evolutionary CAD System for MEMS Layout Synthesis
Author :
Kamalian, Raffi ; Agogino, Alice M. ; Takagi, Hideyuki
Author_Institution :
Kyushu Univ., Fukuoka
Abstract :
We propose an interactive layout synthesis CAD tool. It allows a human user to graphically manipulate and simulate a layout, but also has the ability to apply two simple evolutionary synthesis methods: a simple random walk function and simulated annealing. These methods are capable of optimizing very complex functions difficult for a human to tune by hand. Additionally the tool incorporates the ability to reduce the dimension of the search space via variable locking, contributing to both focused search and faster convergence to a desired performance. The CAD tool has been written with flexibility in mind, allowing the application to a wide range of layout synthesis problems. In this paper its effectiveness is demonstrated on a MEMS vibratory rate gyroscope example.
Keywords :
CAD; design engineering; mechanical engineering computing; micromechanical devices; MEMS layout synthesis; evolutionary synthesis methods; interactive evolutionary CAD system; interactive layout synthesis CAD tool; random walk function; simulated annealing; Algorithm design and analysis; Data structures; Design automation; Geometry; Gyroscopes; Humans; Layout; Micromechanical devices; Packaging; Very large scale integration;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384656