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Novel PCA-Based Lower-Dimensional Remapping of the Solution Space for a Genetic Algorithm Optimization: Estimating the Director Distribution in LC-Based SLM Devices

Jaume Colomina-Martinez, Joan Josep Sirvent-Verdu, Andres P. Bernabeu,Tomas Lloret,Belen Nieto-Rodriguez,Cristian Neipp,Augusto Belendez,Jorge Frances

APPLIED SCIENCES-BASEL(2024)

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Key words
principal component analysis (PCA),genetic algorithm (GA),solution space remapping,liquid crystal (LC),spatial light modulators (SLM),dimensionality reduction,Frank-Oseen free energy,3D modeling,computational optimization,high-dimensional optimization,curse of dimensionality
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