community detection using ant colony optimization techniques

Abstract

Many complex networks have been shown to have community structure. How to detect the communities is of great importance for understanding the organization and function of networks. Due to its NP-hard property, this problem is difficult to solve. In this paper, we propose an Ant Colony Optimization (ACO) approach to address the community detection problem by maximizing the modularity measure. Our algorithm follows the scheme of max-min ant system, and has some new features t ....etc

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To get full information or details of ant colony optimization please have a look on the pages

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http://seminarsprojects.net/Thread-ant-colony-optimization-for-routing-in-mobile-and-adhoc-networks?pid=7303&mode=threaded

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HI..

My name is BINEET. I am a B tech final year student.I am currently working on my B tech project ant colony optimization for routing in mobile ad hoc network . The aim of our project is to develop a hybrid algorithm that uses both proactive and reactive technique. The project is to be done by using swarm intelligence.I am using DFD MODEL(data flow diagram) for developing it.

I want to know the problem statement that is to be considered for constructing a routing table for both proactive and reactive .The design ....etc

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To get full information or details of tcl script for ant colony optimization please have a look on the pages

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http://seminarsprojects.net/Thread-ant-colony-optimization

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ant colony optimization



INTRODUCTION
1.1 BACK GROUND AND RELATED WORK.
Genetic Algorithms (GA) have been used to evolve computer programs for specific tasks, and to design other computational structures. The recent resurgence of interest in AP with GA has been spurred by the work on Genetic Programming (GP). GP paradigm provides a way to do program induction by searching the space of possible computer programs for an individual computer program that is highly fit in so ....etc

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Ant colony optimization algorithms


Detailed

3. Ants take the shortest route, long portions of other ways lose their trail pheromones.
In a series of experiments on a colony of ants with a choice between two unequal length paths leading to a source of food, biologists
have observed that ants tended to use the shortest route.

A model explaining this behaviour is as follows:
1. An ant (called blitz) runs more or less at random around the colony;
2. If it discovers a ....etc

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