Highlights

• Effective and Effcient Test Case Generation Algorithm:  a unified framework designed to automate and improve black-box testing by combining multiple specialized techniques into a single pipeline. This includes (1) Equivalence Class Partitioning (ECP) with decision tree, which generates decision-relevant cases by grouping input data, (2) Syntax testing, which uses RegEx patterns to cover various format and syntax categories, and (3) State transtion testing which derives realistic sequences of transitions from state machines.

• Automatic Test Case Generation:  The tool automates test case generation by applying state transition testing techniques to state machine diagrams stored in XML. These cases are exported as CSV files, ensuring they are immediately ready for execution on the system under test (SUT).  

• Increasing High Degree of Testing Coverage:  The implemented various black-box testsing techniques influences the effectiveness and efficiency of the tool, which redundant test cases are eliminated, while maximizing coverage across both normal and invalid testing scenarios.