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Dec 1, 2023 · Our new proposal interferes with the parent selection operator to improve diversity and the local search adds new links to the optical network.
Dec 1, 2023 · Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. Authors: Jorge Candeias. Jorge ...
... EAs begin with a population of potential solutions and iteratively apply operations such as selection, crossover, and mutation to evolve these solutions ...
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. https://doi.org/10.1016/j.eswa.2023.120805 ·.
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity ... The last few years have seen an increasing demand for ...
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This research is focused on evolutionary algorithms, with genetic and memetic algorithms discussed in more detail.
Manyobjective Optimization to Design Physical Topology of Optical ...
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Memetic evolutionary algorithms to design optical networks with a local search that improves diversity · J. CandeiasDanilo R. B. AraújoP. MirandaCarmelo J. A. ...
In this paper, we propose new crossover operators by using the OR and XOR operations to improve multi-objective evolutionary algorithms applied to design ...
We propose a methodology which applies a multi-objective Evolutionary Algorithm, the NSGAII, in order to design transparent optical networks, aiming to minimize ...
The memetic algorithms that we propose for V2AUG and the PCST, comprise new solution representation techniques, search operators, constraint handling techniques ...