Application of genetic algorithm for fuzzy rules optimization on semi expert judgment automation using Pittsburg approach

• Main Authors: Tan C.H., Yap K.S., Yap H.J.
• Other Authors: 55175180600
• Format: Article
• Published: 2023
• Subjects: Early activity duration estimation; Expert judgment; Fuzzy rules optimization; Genetic algorithm; Genetic fuzzy system; Pittsburg approach; Estimation; Fuzzy logic; Fuzzy rules; Heuristic algorithms; Knowledge based systems; Linguistics; Optimization; Project management; Activity duration; Activity-based; Binary encodings; Execution time; Fuzzy rule set; Genetic fuzzy systems; Heuristic search methods; Interpretability; Knowledge base; Linguistic terms; Similar degree; Software project management; Genetic algorithms
• Institution: Universiti Tenaga Nasional

Genetic algorithm is well-known of its best heuristic search method. Fuzzy logic unveils the advantage of interpretability. Genetic fuzzy system exploits potential of optimization with ease of understanding that facilitates rules optimization. This paper presents the optimization of fourteen fuzzy r...