Modeling and Complexity Reduction of the Human Liver–Bile System

The human liver–bile system is a complex, non-linear system. A soft-computing based universal approximator, the singleton based Product-Sum-Gravity inference is applied as a modeling technique. As the available information about the system is very limited, an additional technique, the partition refinement is used in the training process. Higher Order SVD was chosen for complexity reduction. These modeling techniques showed satisfactory results in the real life model.