Problem formalization and problem solving approach based on fusion model

Abstract

The quadrant for problem formalization is introduced based on problem definition and structure. Problem formalization has significant influence on not just for satisfying reasonable cost and performance but also conforming problem solving approach. Based on the quadrant, problem solving approach is discussed with considering the fusion model of human experts' domain knowledge and field data. The fusion model plays an important role in problem solving stages of Learning and Execution. Auditory-based product inspection systems as real world problems are studied with considering problem formalization concepts and the fusion model.