Trial‐and‐error method for automated test data generation and its evaluation

Abstract
This paper discusses the trial‐and‐error method for automatic generation of test data. First, the performance of a simple trial‐and‐error method is discussed and an idea of improvement is shown. Then an improved trial‐and‐error method is proposed. In this method, the dynamic determination of the range of the random variable for the linear path predicate is considered. The problem is linearized in the trial‐and‐error process for the path predicate containing nonlinear conditional expressions, and then the order of determination of the variables is also considered. The dynamical determination of the order of the variable is considered for the path predicate containing the ambiguous array reference. Finally, the method is evaluated by an experiment.

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