Leveraging fuzzy system to reduce uncertainty of decision making in software engineering automation
Yueke Zhang, Yu Huang · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2022
Decision making in automated GI-based software engineering tasks can significantly affect the performance of the system. However, modern SE usually presents high uncertainty in such decision making process due to the existence of multiple solutions that reply on heuristics. We propose to apply the theory of Fuzzy System to obtain a final decision with lower uncertainty and higher accuracy. We also demonstrate a motivating example and discuss the challenges and opportunities for applying fuzzy system to SE tasks.