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19-06-2017, 04:17 PM

hi ...I am amrita...
i want to implement ACO using antnet in NS2.35...
Any help ....

jaseela123d · 27-06-2017, 10:38 AM

Ant Net is an algorithm for adaptive routing of the best effort in IP networks. The Ant Net design is based on the ant colony optimization (ACO) framework, which explores the mechanisms behind the shorter trajectory behavior observed in ant colonies to define a nature-inspired metaheuristic for combinatorial optimization.

ACO has a multi-agent organization, stigmergic communication between agents, distributed operations, use of a stochastic decision-making policy to build solutions, stigmergic learning of decision policy parameters. It has been successfully applied to a wide variety of combinatorial problems. AntNet has been the first ACO algorithm for routing packet-switched networks. My first job at AntNet, under the supervision of Prof. Marco Dorigo, dates back to 1997.

AntNet, as well as most other ACO routing algorithms designed after AntNet, exhibits a number of interesting properties: it works in a fully distributed way, is highly adaptable to network and traffic changes, uses lightweight mobile agents (called ants ), Is robust for agent failures, provides multipath routing, and automatically handles the propagation of the data load.

AntNet's performance has been extensively tested in simulation, considering different networks and traffic patterns, and compared to several cutting-edge routing algorithms. In the vast majority of situations considered, AntNet has exceeded all its competitors, showing excellent adaptability and robustness. AntNet has also been tested on small physical networks, which confirms the good performance also in these real-world tests.

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