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Automatic test data generation for path coverage is an undecidable problem and genetic algorithm (GA) has been used as one good solution. This paper presents a method for optimizing GA efficiency by identifying the most critical path clusters in a program under test. We do this by using the static program analysis to find all the paths having the path conditions with low probability in generating...