TY - JOUR 
A1 - Pascual García, Juan
AU - Quesada Pereira, Fernando Daniel
AU - Cañete Rebenaque, David
AU - Gómez Tornero, José Luis
AU - Álvarez Melcón , Alejandro
T1 - Un metodo para el diseño de circuitos de microondas apantallados basado en redes neuronales y algoritmos genéticos
Y1 - 2006
UR - http://hdl.handle.net/10317/377
AB - The present work develops a method to design
shielded printed microwave filters based on Genetic Algorithms and Neural Networks. Genetic Algorithms techniques have been
applied in the microwave optimization problems, but they are usually very time consuming. Thanks to the Neural Networks,
the Genetic Algorithms operation time in the filter design task is reduced. The Neural Networks approximates the Green’s functions employed in the Integral Equation approach. This neural method allows fast analysis of any printed circuit inside the shielded structure. In order to improve the Genetic Algorithm performance a new specific fitness function suitable to microwave problems has also been developed. Results show the ability of the new method in the design of practical printed shielded microwave
filters.
KW - Teoría de la Señal y las Comunicaciones
KW - Redes neuronales
KW - Microondas
KW - Ecuaciones Green
KW - Filtros de ondas
KW - Microwave
KW - Neural network
KW - Green Equations
KW - Wave filter
KW - Algoritmos genéticos (AG)
KW - Genetic algorithm (GA)
LA - spa
ER -