A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA
Sun Deba
Abstract
Sun Deba
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 al- gorithm.
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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 al- gorithm.
Key concepts: Maxima and minima, Algorithm, Nonlinear system, Computer science, Function (biology), Mathematical optimization, Momentum (technical analysis), Mathematics