Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms

Table 1

Summary of the popular multi-objective metaheuristic algorithms for data clustering with their related details.

Algorithm	Objective functions	Algorithm	Reference
VIENNA	Dev(C) & Conn(C)	PESA-II	[27]
MOEA	Dev(C) & Conn(C)	NSGA-II	[29]
MOCK	Dev(C) & Conn(C)	PESA-II	[5]
VRJGGA	Entropy & separation	NSGA-II	[32]
MOGA-medoid	Dev(C) & silhouette	NSGA-II	[30]
MECEA	Dev(C) & Conn(C)	PESA-II	[31]
EMCOC	Entropy & separation	NSGA-II	[32]
MOVGA	Jm & separation	NSGA-II	[33]
MOCA	Avg. Dev(C) & Conn(C)	NSGA-II	[34]
TSMPSO	SSE & Conn(C)	NSGA-II	[21]
NSABC	SSE & Conn(C)	NSGA-II	[35]
IMBGSAFS	Silhouette & cardinality	NSGA-II	[36]
MOKCW	Compactness & separation	NSGA-II	[23]