CONSTRAINED OPTIMIZATION USING AN ANALOG PROCESSOR
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United States of America Patent
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Apr 13, 2023
app pub date -
Oct 12, 2022
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Oct 13, 2021
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Described herein are techniques of using a hybrid analog-digital processor to optimize parameters of a system for an objective under one or more constraints. The techniques involve using the hybrid analog-digital processor to optimizing parameter values of the system. The optimizing comprises: determining, using an analog processor of the hybrid analog-digital processor, a parameter gradient for parameter values of the system based on the objective function and the at least one constraint; and updating the parameter values of the system using the parameter gradient.
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