A multi-agent architecture for the design of hierarchical interval type-2 beta fuzzy system
This paper presents a new methodology for building and evolving hierarchical fuzzy
systems. For the system design, a tree-based encoding method is adopted to hierarchically …
systems. For the system design, a tree-based encoding method is adopted to hierarchically …
Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree
In this paper, a multi-agent system is introduced to parallelize the Flexible Beta Basis
Function Neural Network (FBBFNT)'training as a response to the time cost challenge …
Function Neural Network (FBBFNT)'training as a response to the time cost challenge …
Hierarchical fuzzy design by a multi-objective evolutionary hybrid approach
This paper presents a new tree hierarchical representation of type-2 fuzzy systems. The
proposed system is called the type-2 hierarchical flexible beta fuzzy system (T2HFBFS) and …
proposed system is called the type-2 hierarchical flexible beta fuzzy system (T2HFBFS) and …
Multi-objective optimization and cluster-wise regression analysis to establish input–output relationships of a process
Multi-objective evolutionary algorithm (MOEA) is an efficient tool for solving different
problems in engineering and various other fields. This chapter deals with an approach used …
problems in engineering and various other fields. This chapter deals with an approach used …
Evolutionary hierarchical fuzzy modeling of interval type-2 beta fuzzy systems
The automated evolutionary design of an optimal hierarchical fuzzy system combined with
the use of Interval Type-2 Fuzzy Systems and the Beta basis function is considered in this …
the use of Interval Type-2 Fuzzy Systems and the Beta basis function is considered in this …
Hierarchical flexible beta fuzzy design by a multi-objective evolutionary hybrid approach
This paper introduces a novel evolutionary approach for the automated modeling of efficient
hierarchical or multilevel fuzzy systems. The proposed approach is formed by two principal …
hierarchical or multilevel fuzzy systems. The proposed approach is formed by two principal …
Evolutionary multi-objective based hierarchical interval type-2 beta fuzzy system for classification problems
This study addresses evolutionary structure optimization and parameter tuning processes for
evolving a proposed Hierarchical interval Type-2 Beta Fuzzy System (HT2BFS). The …
evolving a proposed Hierarchical interval Type-2 Beta Fuzzy System (HT2BFS). The …