Record number :
100038
Title of article :
A neural network for constrained optimization with application to CDMA communication systems
Author/Authors :
M.، Forti, نويسنده , , R.، Fantacci, نويسنده , , M.، Marini, نويسنده , , D.، Tarchi, نويسنده , , G.، Vannuccini, نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Pages :
-483
From page :
484
To page :
0
Abstract :
This brief proposes a neural network for the solution in real time of a class of quadratic optimization problems with equality and inequality constraints arising in code-division multiple access (CDMA) communication systems. The network, which is derived via a nonobvious modification of the circuit for nonlinear programming introduced by Kennedy and Chua, is shown to be globally asymptotically stable, and as such is able to compute the global optimal solution in real time, without the risk of spurious responses. Computer simulations are presented to verify the neural network optimization capabilities and speed, and the performance in the application to CDMA communication systems.
Keywords :
Abdominal obesity , Food patterns , Prospective study , waist circumference
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II:ANALOG AND DIGITAL SIGNAL PROCESSING
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II:ANALOG AND DIGITAL SIGNAL PROCESSING
Serial Year :
2003
Link To Document :
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