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A new Fruit Fly Optimization Algorithm: Taking the financial distress model a...

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    2019-11-20 15:22
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    发表于 2020-11-24 17:07 | 只看该作者 回帖奖励 |倒序浏览 |阅读模式

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    A new Fruit Fly Optimization Algorithm: Taking the fifinancial distress model as an example
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    The treatment of an optimization problem is a problem that is commonly researched and discussed by
    8 z( ~( A! O5 l6 sscholars from all kinds of fifields. If the problem cannot be optimized in dealing with things, usually lots0 [; P6 r2 y5 C/ s2 F
    of human power and capital will be wasted, and in the worst case, it could lead to failure and wasted
    7 ]: M; o  Q0 T( o: ]1 _2 Gefforts. Therefore, in this article, a much simpler and more robust optimization algorithm compared with
    3 i( M9 L' c' e" \! Y- ^the complicated optimization method proposed by past scholars is proposed; the Fruit Fly Optimization
    3 Z2 Q2 E) ?/ B( T3 xAlgorithm. In this article, throughout the process of fifinding the maximal value and minimal value of a
    + l) ^9 G6 }+ |- U  j- Yfunction, the function of this algorithm is tested repeatedly, in the mean time, the population size and8 t' o8 W' c1 Z/ J) y  f
    characteristic is also investigated. Moreover, the fifinancial distress data of Taiwan’s enterprise is further
    " t" \! K$ _! \; F1 g+ m" pcollected, and the fruit flfly algorithm optimized General Regression Neural Network, General Regression
    $ g( Q" d# p. Q5 pNeural Network and Multiple Regression are adopted to construct a fifinancial distress model. It is found in
    9 L0 O8 c, `( W2 _+ e) C0 P$ Zthis article that the RMSE value of the Fruit Fly Optimization Algorithm optimized General Regression- i+ v& H+ i1 W# {5 D
    Neural Network model has a very good convergence, and the model also has a very good classifification1 I( R" i& x1 E: W9 F* b, A0 ~
    and prediction capability.* s. V1 M  K7 h$ G# w4 d! [

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    发表于 2020-11-24 18:32 | 只看该作者
    哎呀呀,上英文 了
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