Dec 15, 2024 · Introduction The Genetic Algorithm (GA) is an optimization technique inspired by Charles Darwin's theory of evolution through natural selection [1]. First developed by John H. Holland in 1973 …

Feb 10, 2026 · A Genetic Algorithm (GA) is a population-based evolutionary optimization technique inspired by the principles of natural selection and genetics. It works by iteratively evolving a …

Jun 15, 2025 · Genetic algorithm-driven design of NIR-Reflective transparent colored multilayers for enhanced radiative cooling Guanghao Zhu , Zhen Yan , Xiaoyu Meng , Yeming Shi , Desong Fan …

Aug 15, 2022 · The consideration of the entire set of parameters contained in the compliance tensor in the elaborated genetic algorithm based inverse metamaterial design method, provides substantial …

Dec 15, 2018 · In this study, we develop an algorithm for the optimization design of a three-dimensional (3D) braided composite joint. The design is a typical optimization problem with high computational …

Dec 6, 2018 · A genetic algorithm can be used with the right setup to overcome this deficiency [9]. It is the task for the designer to choose a feasible design for an optical system and perform appropriate …

Nov 30, 2020 · Based on a genetic algorithm using freeform geometries, a novel, powerful, semi-automated design methodology has been devised that can be applied to a wide range of micro …

Jul 31, 2023 · This study proposed a parametric design and multiobjective optimization approach based on genetic algorithms for the structure of lunar habitats. Structural shape was translated into design …

Sep 24, 2024 · The paper also uses the genetic algorithm (GA) to maximize sound transmission attenuation and widen bandgaps. The accuracy of the simulations is validated with available …

Sep 1, 2022 · In addition, stochastic evolutionary design exploration methods, mainly using a genetic algorithm or a particle swarm optimization, have been increasingly employed to allow exploration of a …