Percorrer por autor "Miquelina, Pedro Filipe Pereira"
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- Visualization of genetic algorithm operation on additive decomposable functionsPublication . Miquelina, Pedro Filipe Pereira; Lobo, FernandoIn the past few years, there's been a growing interest in understanding genetic algorithm behavior and problem landscapes through visualization methods. This thesis tries to give an introduction to genetic algorithms and their theory, and describes a tool that attempts to better illustrate some of the important theoretical aspects behind a genetic algorithm, operating on additive decomposable functions, through the use of black and white images, in the form of an animation. Since these theoretical aspects can be hard to understand at first, this tool can be helpful for teaching purposes since it can provide different visualizations of a genetic algorithm working and provide real examples with images that can support some of the theory behind a genetic algorithm.