Software Testing in Computable Analysis

被引:0
|
作者
Meer, Klaus [1 ]
Ziegler, Martin [2 ]
机构
[1] BTU Cottbus Senftenberg, D-03046 Cottbus, Germany
[2] KAIST Sch Comp, Daejeon, South Korea
关键词
D O I
10.1007/978-3-031-63742-1_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We initiate research on software testing in the realm of computable analysis over the real numbers and general topological spaces. The goal is to develop a general framework and to show some first results of testing algorithms for checking probabilistically whether a Type-2 machine approximately performs the task it is supposed to. We give a testing algorithm for Type-2 programs supposed to compute the exponential function. As main result, we design a test whether a program approximately computes a univariate polynomial of given degree. Its analysis reveals close relations to computational learning theory.
引用
收藏
页码:58 / 73
页数:16
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