The Social Insect Metaphor Adam Dennis, Kate Patterson, Curtis Sanford, Andrew Vanderveen.

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The Social Insect Metaphor Adam Dennis, Kate Patterson, Curtis Sanford, Andrew Vanderveen

Transcript of The Social Insect Metaphor Adam Dennis, Kate Patterson, Curtis Sanford, Andrew Vanderveen.

Page 1: The Social Insect Metaphor Adam Dennis, Kate Patterson, Curtis Sanford, Andrew Vanderveen.

The Social Insect Metaphor

Adam Dennis,Kate Patterson,

Curtis Sanford,Andrew Vanderveen

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Rationale

• Intelligent packets, called “Ants”, that interact to keep the contents of the routing tables up to date.

• These Ants are only capable of simple stochastic decisions influenced by the availability of previously laid stigmergic, volatile trails.

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Goals of Ants

• To reach the “food” (destination), and make a successful return path

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Drawbacks

• On encountering multiple stigmergic trails, an Ant will probabilistically choose the route with greatest stigmergic reinforcement.

• Naturally, this will correspond to the ‘fastest’ route to the food.

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AntNet

• Created by Di Caro and Dorigo

• Forward Ants

• Backward Ants

• Routing Tables

• Synchronization

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Scenario 1

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Scenario 2

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Scenario 3

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Scenario 4

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Scenario 5

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Questions?