A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA

SUN Debao, GAO Chao. A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA[J]. INFORMATION AND CONTROL, 1995, 24(5): 283-287.

Citation:

SUN Debao, GAO Chao. A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA[J]. INFORMATION AND CONTROL, 1995, 24(5): 283-287.

Citation:

SUN Debao, GAO Chao. A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA[J]. INFORMATION AND CONTROL, 1995, 24(5): 283-287.

Abstract

BP algorlthm is actually a nonlinear optimal problem and produces inevitably Iocal minima.The paper proposes the rules to judge local minima and introduces momentum function in BP algorithm. Thealgorithm may iump local minima,Simulation result is given to show the effectiveness and the usage of the algorithm.

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