ネットワークにおける隣接クラスター抑制による不連続なパーコレーション
1Jeonbuk National University, Jeonbuk National University, Department of Physics, Jeonju 54896, Republic of Korea and Research Institute of Physics and Chemistry, Jeonju 54896, Republic of Korea.
Physical review. E
|December 23, 2025
まとめ
研究者らは二部ネットワークを研究し、不連続なパーコレーション遷移を観察した。以前のベテ格子研究とは異なり、有意な画分のノードを含む単一の大きなクラスターが形成された。
科学分野:
- ネットワーク科学
- 統計物理学
- 複雑系
背景:
- ベテ格子上の以前の研究では不連続なパーコレーション遷移が示されたが、有限ノード画分を持つ巨視的クラスターが欠如していた。
- ベテ格子は局所的には木のようであるが、有限を spanning する巨視的クラスターを形成しない。
研究 の 目的:
- リワイヤリング機構を持つ二部ネットワークにおけるパーコレーション遷移を調査すること。
- 長距離接続を持つ局所的に木のようなネットワークにおける巨視的クラスターの形成を理解すること。
主な方法:
- クラスター成長を抑制するためにリンクをリワイヤリングする二部ネットワークのシミュレーション。
- 巨視的クラスターの出現とその特性、およびサイズ分布の分析。
主要な成果:
- 二部ネットワークにおける不連続なパーコレーション遷移を観察した。
- 有限画分のノードを含む単一の巨視的クラスターが出現した。
- クラスターサイズ分布の臨界挙動を特徴づけた。
結論:
- 二部ネットワーク構造は、リンクのリワイヤリングを介した有限を spanning する巨視的クラスターの形成を促進する。
- 本研究は、観察された不連続なパーコレーション遷移メカニズムの分析的説明を提供する。
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