K-Means Clustering Algorithm Based on Chaotic Adaptive Artificial Bee Colony

K-Means Clustering is a popular technique in data analysis and data mining. To remedy the defects of relying on the initialization and converging towards the local minimum in the K-Means Clustering (KMC) algorithm, a chaotic adaptive artificial bee colony algorithm (CAABC) clustering algorithm is pr...

Full description

Bibliographic Details
Published in:	Algorithms
Main Authors:	Qibing Jin, Nan Lin, Yuming Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2021-02-01
Subjects:	artificial bee colony (ABC) algorithm K-means clustering (KMC) algorithm chaos algorithm Metropolis algorithm simulated annealing
Online Access:	https://www.mdpi.com/1999-4893/14/2/53

Similar Items

Rough K-means Clustering Algorithm Combined with Artificial Bee Colony Optimization
by: YE Tingyu, YE Jun, WANG Hui, WANG Lei
Published: (2022-08-01)

Adjusted 0-1 Knapsack Problem in Cargo Flow by Using Artificial Bee Colony Algorithm
by: Siti Hafawati Jamaluddin, et al.
Published: (2022-09-01)

Analysis of ship pipeline routing optimization algorithm based on improved artificial bee colony algorithm
by: Tieli LI, et al.
Published: (2024-02-01)

Efficient routing method for IoT networks using bee colony and hierarchical chain clustering algorithm
by: Fattaneh Ramezanzadeh, et al.
Published: (2024-03-01)

Three-way <i>k</i>-means Clustering Based on Artificial Bee Colony
by: XU Tianjie, WANG Pingxin, YANG Xibei
Published: (2023-06-01)

Chaotic Artificial Bee Colony algorithm based on memory for solving dynamic optimization problems
by: majid mohammadpour, et al.
Published: (2017-12-01)

Projects Selection In Knapsack Problem By Using Artificial Bee Colony Algorithm
by: Armaneesa Naaman Hasoon
Published: (2023-01-01)

Autonomous Path Planning for Unmanned Aerial Vehicle(UAV)Based on Improved Heuristic Ant Colony Algorithm
by: XIN Jianlin, et al.
Published: (2022-02-01)

An Efficient Intrusion Detection Model Based on Hybridization of Artificial Bee Colony and Dragonfly Algorithms for Training Multilayer Perceptrons
by: Waheed Ali H. M. Ghanem, et al.
Published: (2020-01-01)

Optimal Reconfiguration Method for Thermoelectric Power Array Based on Artificial Bee Colony Algorithm
by: YANG Bo, HU Yuanweiji, GUO Zhengxun, SHU Hongchun, CAO Pulin, LI Zilin
Published: (2024-01-01)

Investigation, Optimization of Energy Consumption and Yield Modeling of Two Paddy Cultivars with Genetic-Artificial Bee Colony Algorithm
by: S. Sharifi, et al.
Published: (2025-06-01)

Time-Based Dance Scheduling for Artificial Bee Colony Algorithm and Its Variants
by: Selcuk Aslan
Published: (2019-01-01)

Applying the algorithm of bee colonies at regional management of innovation projects
by: A. N. Rudometkin
Published: (2020-01-01)

Feature Selection Combining Artificial Bee Colony with [K-means] Clustering
by: SUN Lin, LIU Menghan, XUE Zhan’ao
Published: (2024-01-01)

Study on a hybrid algorithm combining enhanced ant colony optimization and double improved simulated annealing via clustering in the Traveling Salesman Problem (TSP)
by: Tan Hao, et al.
Published: (2023-10-01)

A Hybrid Discrete Artificial Bee Colony Algorithm Based on Label Similarity for Solving Point-Feature Label Placement Problem
by: Wen Cao, et al.
Published: (2023-10-01)

FA-ABC: A Novel Combination of Firefly Optimization Algorithm and Artificial Bee Colony for Mathematical Test Functions and Real-World Problems
by: Ali reza Shafiee sarvestany, et al.
Published: (2022-06-01)

A modified scout bee for artificial bee colony algorithm and its performance on optimization problems
by: Syahid Anuar, et al.
Published: (2016-10-01)

Reformative artificial bee colony algorithm based PID controller for radar servo system
by: Hualong Du, et al.
Published: (2022-05-01)

Extreme Individual Guided Artificial Bee Colony Algorithm
by: CHEN Lan, WANG Lianguo
Published: (2022-11-01)

Load Balancing Routing Algorithm Based on Genetic Optimization and Artificial Bee Colony in LEO Satellite Network
by: Xia DENG, et al.
Published: (2024-06-01)

Load Balancing Routing Algorithm Based on Genetic Optimization and Artificial Bee Colony in LEO Satellite Network
by: Xia DENG, et al.
Published: (2024-06-01)

Network Site Optimization and Clustering Study Based on Simulated Annealing Algorithm
by: Lin-Shen Yang, et al.
Published: (2023-01-01)

An energy-efficient routing protocol for wireless body area networks using hybrid artificial bee colony optimization and chicken swarm optimization algorithm
by: A. Dinesh, et al.
Published: (2025-04-01)

DESIGN OF PARAMETERS OPTIMIZATION FOR AUTOMOBILE SUSPENSION BASED ON ARTIFICIAL BEE COLONY ALGORITHM
by: ZHANG HaiTao, et al.
Published: (2018-01-01)

Artificial Bee Colony Algorithm Improved with Evolutionary Operators
by: Gabriela Minetti, et al.
Published: (2018-10-01)

PROCESS CHARACTERISTICS ESTIMATION IN WEB APPLICATIONS USING K-MEANS CLUSTERING
by: Victor V. Evstratov, et al.
Published: (2020-10-01)

Solving the Travelling Salesman Problem by Using Artificial Bee Colony Algorithm
by: Siti Hafawati Jamaluddin, et al.
Published: (2022-09-01)

Solving the Travelling Salesman Problem by Using Artificial Bee Colony Algorithm
by: Siti Hafawati Jamaluddin, et al.
Published: (2022-09-01)

Minimizing Power Loss Using Modified Artificial Bee Colony Algorithm
by: Nur Azlin Ashiqin Mohd Amin, et al.
Published: (2021-04-01)

An energy saving clustering algorithm based on artificial bee colony in ultra dense network
by: Pengguang ZHOU, et al.
Published: (2017-02-01)

An energy saving clustering algorithm based on artificial bee colony in ultra dense network
by: Pengguang ZHOU, et al.
Published: (2017-02-01)

Precipitation forecast of the Wujiang River Basin based on artificial bee colony algorithm and backpropagation neural network
by: Yongtao Wang, et al.
Published: (2020-06-01)

Microseismic source location based on improved artificial bee colony algorithm: Performance analysis and case study
by: Peng Zhang, et al.
Published: (2023-09-01)

A Bee Colony Algorithm based Solver for Flow Shop Scheduling Problem
by: Yosua Halim, et al.
Published: (2021-05-01)

PID controller enhanced with artificial bee colony algorithm for active magnetic bearing
by: Hualong Du, et al.
Published: (2022-12-01)

A novel cluster head selection using Hybrid Artificial Bee Colony and Firefly Algorithm for network lifetime and stability in WSNs
by: J. Sengathir, et al.
Published: (2022-12-01)

A Hybrid Discrete Artificial Bee Colony Algorithm for Imaging Satellite Mission Planning
by: Yang Yang, et al.
Published: (2023-01-01)

Designing of intelligent PID controller for cardiac pacemaker using artificial bee colony algorithm
by: Vandana Dubey, et al.
Published: (2024-12-01)

K-Means Centroid Optimization with Genetic Algorithm for Clustering Micro, Small, Medium Enterprises in Yogyakarta
by: Muhammad Faris Akbar, et al.
Published: (2025-08-01)