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International Journal of Computational Intelligence Systems Volume 6, 2013 - Issue 2
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Original Articles

Genetic Algorithm with a Local Search Strategy for Discovering Communities in Complex Networks

Dayou Liu College of Computer Science and Technology, Jilin University, Changchun, 130012, China; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130012, China
,
Di Jin College of Computer Science and Technology, Tianjin University, Tianjin, 300072, ChinaCorrespondence[email protected]
,
Carlos Baquero HASLab, INESC TEC & University of Minho, Braga, Portugal
,
Dongxiao He College of Computer Science and Technology, Jilin University, Changchun, 130012, China; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130012, China
,
Bo Yang College of Computer Science and Technology, Jilin University, Changchun, 130012, China; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130012, China
&
Qiangyuan Yu College of Computer Science and Technology, Jilin University, Changchun, 130012, China; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130012, China
Pages 354-369 | Received 14 Feb 2012, Accepted 28 Aug 2012, Published online: 06 Feb 2013

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Hsin-Pin Fu, Cheng-Yuan Ku & Tsung-Sheng Chang. (2016) A Decision Support System Based on a Genetic Algorithm for the Utilization of Leftovers. International Journal of Computational Intelligence Systems 9:3, pages 483-496.
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Articles from other publishers (20)

Thi Phuong Quyen Nguyen, R. J. Kuo, Minh Duc Le, Thi Cuc Nguyen & Thi Huynh Anh Le. (2022) Local search genetic algorithm-based possibilistic weighted fuzzy c-means for clustering mixed numerical and categorical data. Neural Computing and Applications 34:20, pages 18059-18074.
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Chunhua Ren, Linfu Sun, Yunhui Gao & Yang Yu. (2022) Density peaks clustering based on local fair density and fuzzy k-nearest neighbors membership allocation strategy. Journal of Intelligent & Fuzzy Systems 43:1, pages 21-34.
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Junjie Zhang, Xianyi Zeng, Min Dong & Yan Hong. (2021) Garment recommendation in an e-shopping environment by using a Markov Chain and Complex Network integrated method. Textile Research Journal 91:23-24, pages 2950-2961.
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Zhicang Wang, Hecheng Li & Huifang Yu. (2021) MOEA/UE: A novel multi-objective evolutionary algorithm using a uniformly evolving scheme. Neurocomputing 458, pages 535-545.
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Raiz Ali, Shakoor Muhammad & Ricardo H. C. Takahashi. (2021) Decision making viva genetic algorithm for the utilization of leftovers. International Journal of Intelligent Systems 36:4, pages 1746-1769.
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K. Haritha & M. V. Judy. 2021. Progress in Advanced Computing and Intelligent Engineering. Progress in Advanced Computing and Intelligent Engineering 412 426 .
Eduardo C. Paim, Ana L. C. Bazzan & Camelia Chira. (2020) Detecting Communities in Networks: a Decentralized Approach Based on Multiagent Reinforcement Learning. Detecting Communities in Networks: a Decentralized Approach Based on Multiagent Reinforcement Learning.
Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath & Ramesh Dharavath. (2019) Genetic algorithm-based community detection in large-scale social networks. Neural Computing and Applications 32:13, pages 9649-9665.
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Tyler K. Collins & Sheridan Houghten. (2020) A centrality based multi-objective approach to disease gene association. Biosystems 193-194, pages 104133.
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Dhuha Abdulhadi Abduljabbar, Siti Zaiton Mohd Hashim & Roselina Sallehuddin. (2020) Nature-inspired optimization algorithms for community detection in complex networks: a review and future trends. Telecommunication Systems 74:2, pages 225-252.
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Kamal Taha. (2020) Static and Dynamic Community Detection Methods That Optimize a Specific Objective Function: A Survey and Experimental Evaluation. IEEE Access 8, pages 98330-98358.
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Ameera Saleh Jaradat & Safa'a Bani Hamad. (2018) Community Structure Detection Using Firefly Algorithm. International Journal of Applied Metaheuristic Computing 9:4, pages 52-70.
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Clara Pizzuti. (2018) Evolutionary Computation for Community Detection in Networks: A Review. IEEE Transactions on Evolutionary Computation 22:3, pages 464-483.
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Leila M. Naeni, Hugh Craig, Regina Berretta & Pablo Moscato. (2016) A Novel Clustering Methodology Based on Modularity Optimisation for Detecting Authorship Affinities in Shakespearean Era Plays. PLOS ONE 11:8, pages e0157988.
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Yilmaz Atay & Halife Kodaz. 2016. Intelligent and Evolutionary Systems. Intelligent and Evolutionary Systems 43 55 .
Leila Moslemi Naeni, Regina Berretta & Pablo Moscato. 2015. Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1. Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1 311 323 .
Leila Moslemi Naeni, Natalie Jane De Vries, Rodrigo Reis, Ahmed Shamsul Arefin, Regina Berretta & Pablo Moscato. (2014) Identifying Communities of Trust and Confidence in the Charity and Not-for-Profit Sector: A Memetic Algorithm Approach. Identifying Communities of Trust and Confidence in the Charity and Not-for-Profit Sector: A Memetic Algorithm Approach.
Lenka Skanderova, Ivan Zelinka & Petr Saloun. 2014. ISCS 2013: Interdisciplinary Symposium on Complex Systems. ISCS 2013: Interdisciplinary Symposium on Complex Systems 291 297 .
Jiří Dvorský, Vít Pászto & Lenka Skanderová. 2014. Innovations in Bio-inspired Computing and Applications. Innovations in Bio-inspired Computing and Applications 215 223 .
Ming Yang, Jia-Lei Chen, Li-Wen Xu & Guang Ji. (2013) Navigating Traditional Chinese Medicine Network Pharmacology and Computational Tools. Evidence-Based Complementary and Alternative Medicine 2013, pages 1-23.
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