A new multi-objective evolutionary framework for community mining in dynamic social networks
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Publication Date
Sun Dec 01 2019
Journal Name
Applied Soft Computing
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Publication Date
Mon Feb 01 2016
Journal Name
Swarm And Evolutionary Computation
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Publication Date
Sat Sep 27 2014
Journal Name
Soft Computing
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Publication Date
Sun Nov 01 2020
Journal Name
2020 2nd Annual International Conference On Information And Sciences (aicis)
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Publication Date
Thu Feb 09 2023
Journal Name
Artificial Intelligence Review
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm
Finding communities of connected individuals in complex networks is challenging, yet crucial for understanding different real-world societies and their interactions. Recently attention has turned to discover the dynamics of such communities. However, detecting accurate community structures that evolve over time adds additional challenges. Almost all the state-of-the-art algorithms are designed based on seemingly the same principle while treating the problem as a coupled optimization model to simultaneously identify community structures and their evolution over time. Unlike all these studies, the current work aims to individually consider this three measures, i.e. intra-community score, inter-community score, and evolution of community over
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Publication Date
Wed Nov 17 2021
Journal Name
Periodicals Of Engineering And Natural Sciences (pen)
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Publication Date
Sun Mar 01 2020
Journal Name
Computer Networks
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Publication Date
Sat Aug 25 2012
Journal Name
Wireless Personal Communications
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Publication Date
Sat Sep 01 2012
Journal Name
Journal Of Economics And Administrative Sciences
New Approach for Solving Multi – Objective Problems
متعدد الأهداف
الحل الأمثل
اتخاذ القرار
الحل الفعال
التركيبة الخطية
Multi – objective
optimal solution
decision making
efficient solution
linear combination
There are many researches deals with constructing an efficient solutions for real problem having Multi - objective confronted with each others. In this paper we construct a decision for Multi – objectives based on building a mathematical model formulating a unique objective function by combining the confronted objectives functions. Also we are presented some theories concerning this problem. Areal application problem has been presented to show the efficiency of the performance of our model and the method. Finally we obtained some results by randomly generating some problems.
Publication Date
Thu Oct 31 2019
Journal Name
Journal Of Theoretical And Applied Information Technology
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