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A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks

IEEE Transactions on Cybernetics

Oct 12, 2018

Xingyi ZhangYaochu Jin

Abstract

Evolutionary algorithms have been demonstrated to be very competitive in the community detection for complex networks. They, however, show poor scalability to large-scale networks due to the exponential increase of search space. In this paper, we suggest a network reduction-based multio...read more

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Biological Evolution
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Detection
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A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks

IEEE Transactions on Cybernetics

Oct 12, 2018

Xingyi ZhangYaochu Jin

PMID: 30307886

DOI: 10.1109/tcyb.2018.2871673

Abstract

Evolutionary algorithms have been demonstrated to be very competitive in the community detection for complex networks. They, however, show poor scalability to large-scale networks due to the exponential increase of search space. In this paper, we suggest a network reduction-based multio...read more

Mentioned in this Paper

Size
Strategy
Anatomical Space Structure
Wound Healing
Local
Population Group
Biological Evolution
Anatomic Node
Detection

Similar Papers Found In These Feeds

Wound Healing

Wound healing is a complex biologic process that involves the integration of inflammation, mitosis, angiogenesis, synthesis, and remodeling of the extracellular matrix. Here is the latest research.

Related Papers

Computational Intelligence and Neuroscience

An Enhanced Differential Evolution with Elite Chaotic Local Search

Computational Intelligence and NeuroscienceSeptember 18, 2015
Zhaolu GuoZhijian Wu
Paper Details
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