【摘要】 为减小由于二进制编码的舍入误差对该问题计算结果的影响,对求解回归支持向量机的一种调节熵方法进行了区间扩张,讨论了区间函数的相关定理与收敛性.对设计的区间算法做了收敛性证明,并给出了数值实验,验证了方法与算法的可行性和有效性.更多还原

【Abstract】 This paper discussed the Interval Extension of Adjustable Entropy Function Method for Support Vector Regression,in order to reduce the affection of the binary coded rounding errors on the calculation results of the problem.Interval functions related theorems and convergence were discussed in the paper.This paper proved the convergence of interval arithmetic and numerical examples are given.Numerical examples verify the feasibility and effectiveness of the algorithm.更多还原