A Multiobjective Genetic Algorithm to Find Communities in Complex Networks


A multiobjective genetic algorithm to uncover community structure in advanced network is proposed. The algorithm optimizes 2 objective functions in a position to identify densely connected groups of nodes having sparse inter-connections. The strategy generates a group of network divisions at different hierarchical levels in which solutions at deeper levels, consisting of a better number of modules, are contained in solutions having a lower range of communities. The number of modules is automatically determined by the better tradeoff values of the target functions. Experiments on artificial and real life networks show that the algorithm successfully detects the network structure and it's competitive with state-of-the-art approaches.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Depth Reconstruction From Sparse Samples: Representation, Algorithm, and Sampling - 2015 ABSTRACT: The fast development of 3D technology and computer vision applications has motivated a thrust of methodologies
PROJECT TITLE : Multiobjective Resource Allocation for Secure Communication in Cognitive Radio Networks With Wireless Information and Power Transfer - 2016 ABSTRACT: In this paper, we study resource allocation for multiuser
PROJECT TITLE :Multiobjective Dynamic Optimal Power Flow Considering Fuzzy-Based Smart Utilization of Mobile Electric VehiclesABSTRACT:During this study, an efficient and good fuzzy logic controller (FLC) is intended for charging/discharging
PROJECT TITLE :Adaptive Cross-Generation Differential Evolution Operators for Multiobjective OptimizationABSTRACT:Convergence performance and parametric sensitivity are two issues that have a tendency to be neglected when extending
PROJECT TITLE :A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale VariablesABSTRACT:State-of-the-art multiobjective evolutionary algorithms (MOEAs)

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry