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Cited by 20 publications
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References 16 publications
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“…Hybrid K-Means PSO was made by Li, He, and Wen [7] to optimize the initial cluster centers so as to prevent local optimum. The same is also conducted by Cheng, Huang, and Chen [8] which proposes hybridization K-Means Clustering Particle Swarm Optimization (KCPSO). Hybrid K-Means PSO has also been used by Chiu, et.al [9] to overcome the problem of market segmentation.…”
Section: Introductionmentioning
confidence: 99%
“…Hybrid K-Means PSO was made by Li, He, and Wen [7] to optimize the initial cluster centers so as to prevent local optimum. The same is also conducted by Cheng, Huang, and Chen [8] which proposes hybridization K-Means Clustering Particle Swarm Optimization (KCPSO). Hybrid K-Means PSO has also been used by Chiu, et.al [9] to overcome the problem of market segmentation.…”
Section: Introductionmentioning
confidence: 99%
“…which is based on minimum distance of the points from the center (to know more about k-mean and its variance, please see [8,37,6]). Thus, this algorithm yields different results on varying distance measure, so clustering results obtained through it can be further enhanced by choosing an appropriate distance measure.…”
Section: Introductionmentioning
confidence: 99%
“…Among them, the introduction of inertia weight factor [15], shrinkage factor and adaptive mutation operator is the most representative, such as a linear gradient method [16], the fuzzy adaptive method [17] [18] and distance information such as inertia coefficient adaptive control method [19], the compression factor of PSO algorithm, PSO algorithm of adaptive mutation operator, etc. In addition, standard PSO algorithm and the hybrid PSO algorithm combined with collaborative strategy [20], chaos theory [21] and other algorithms are also attracted by researchers [22] [23], such as the quantum PSO algorithm with chaotic mutation operator [24]. Besides, There are also many researches on discrete PSO algorithm, multi-objective PSO algorithm and so on [25] [26].…”
Section: Introductionmentioning
confidence: 99%