Anda belum login :: 25 Mar 2023 17:52 WIB
Knowledge Interaction With Genetic Programming in Mechatronic Systems Design Using Bond Graphs
Terpenny, Janis P.
Goodman, Erik D.
Article from Journal - ilmiah internasional
IEEE Transactions on Systems, Man, and Cybernetics: Part C Applications and Reviews vol. 35 no. 2 (May 2005)
MEMS Filter Design.
Perpustakaan Pusat (Semanggi)
1 (dapat dipinjam: 0)
Lihat Detail Induk
This paper describes a unified network synthesis approach for the conceptual stage of mechatronic systems design using bond graphs. It facilitates knowledge interaction with evolutionary computation significantly by encoding the structure of a bond graph in a genetic programming tree representation. On the one hand, since bond graphs provide a succinct set of basic design primitives for mechatronic systems modeling, it is possible to extract useful modular design knowledge discovered during the evolutionary process for design creativity and reusability. On the other hand, design knowledge gained from experience can be incorporated into the evolutionary process to improve the topologically open-ended search capability of genetic programming for enhanced search efficiency and design feasibility. This integrated knowledge-based design approach is demonstrated in a quarter-car suspension control system synthesis and a MEMS bandpass filter design application.
Klik untuk menuliskan opini Anda tentang koleksi ini!
Copyright © 2006, 2007
Unika Atma Jaya
, all rights reserved
Process time: 0.03125 second(s)