non-differential function造句
例句與造句
- The bp algorithm is kind of algorithm which is in use widely in multilayer neural network , because the bp algorithm is a kind of gradient descended searching algorithm in essence , it has weaknesses such as inefficient , slow convergent speed and easy getting into local minimum , insurable to find global extreme value point for multi - modal and non - differential function in larger searching zone , which restrict neural network ’ s application in all fields . so from the principle , analysis the reasons of bp algorithm to be dropped in local minimization and propose a global optima strategy . the global optima strategy is discussed from two aspects , one of improved strategy based on model , and another based on algorithm
Bp算法是多層前向神經(jīng)網(wǎng)絡(luò)中應(yīng)用最為廣泛的一種算法,但是由于bp算法實(shí)質(zhì)上是一種基于梯度下降的搜索算法,因此它存在著算法效率較低、收斂速度慢、易于陷入局部極小值等現(xiàn)狀;對于較大的搜索空間、多峰值和不可微函數(shù)常常不能搜索到全局極小點(diǎn),這些制約了bp網(wǎng)絡(luò)在各個(gè)領(lǐng)域中的應(yīng)用,本文從bp網(wǎng)絡(luò)的工作原理出發(fā),分析產(chǎn)生局部極小的原因,提出了對bp網(wǎng)絡(luò)全局優(yōu)化的改進(jìn)策略。 - It's difficult to find non-differential function in a sentence. 用non-differential function造句挺難的