Los Sistemas Bioinspirados Y Su Enfoque en La  Solución De Necesidades en La Ingeniería

Rocha, Diego A.; Sarmiento, Danilo Alfonso López; Vargas, Ernesto Gómez

doi:10.14483/2248762x.7157

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Bio-inspired Algorithms1

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2018

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“…These algorithms can be applied in of nondeterministic search. Bio-inspired algorithms are one of the most promising areas of research in algorithms design [6,7].…”

Section: Bio-inspired Algorithmsmentioning

confidence: 99%

Enrutamiento en redes de sensores inalámbricos usando algoritmos bioinspirados

2018

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We present a solution to the problem of routing in a wireless sensor network based on Swarm Intelligence, which has been applied successfully to other routing problems, for example, the traveling salesman problem and others. Routing in a wireless sensor network can be understood as an optimization problem. In the solution presented, there are both source and destination node. The problem is focused on fi nding a path that allows optimally connecting both nodes. The search space is the complete set of possible paths that connect these two nodes. Two swarm algorithms were implemented for routing: ant-based algorithm, and bee-based algorithm. The results show that swarm intelligence improves the routing in a wireless sensor network when it is considering aspects such as the amount of energy available in the nodes. The simulations show that it produces an improvement in the lifetime of the network.1 Product derived of the research project: "Enrutamiento en redes de sensores inalámbricos usando algoritmos bioinspirados".

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“…These algorithms can be applied in of nondeterministic search. Bio-inspired algorithms are one of the most promising areas of research in algorithms design [6,7].…”

Section: Bio-inspired Algorithmsmentioning

confidence: 99%