title: Ordered visibility graph average aggregation operator: An application in produced water management.
abstract: Complex networks are widely used in modeling complex system. How to aggregate data in complex systems is still an open issue. In this paper, an ordered visibility graph average aggregation operator is proposed which is inspired by the complex network theory and Newton's law of universal gravitation. First of all, the argument values are ordered in descending order. Then a new support function is proposed to measure the relationship among values in a visibility graph. After that, a weighted network is constructed to determine the weight of each value. Compared with the other operators, the new operator fully takes into account not only the information of orders but also the correlation degree between the values. Finally, an application of produced water management is illustrated to show the efficiency of the proposed method. The new method provides a universal way to aggregate data in complex systems.
authors.affiliation: School of Electronics and Information, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
authors.forename: Wen
authors.identifier: 0000000154292748
authors.initials: W
authors.lastname: Jiang
authors.affiliation: School of Electronics and Information, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
authors.forename: Boya
authors.initials: B
authors.lastname: Wei
authors.affiliation: School of Electronics and Information, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
authors.forename: Yongchuan
authors.initials: Y
authors.lastname: Tang
authors.affiliation: School of Electronics and Information, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
authors.forename: Deyun
authors.initials: D
authors.lastname: Zhou