TY - JOUR ID - TI - The Genetic Algorithm: A study survey AU - Rewayda Razaq Abo-Alsabeh AU - Abdellah Salhi PY - 2022 VL - 63 IS - 3 SP - 1215 EP - 1231 JO - Iraqi Journal of Science المجلة العراقية للعلوم SN - 00672904 23121637 AB - Genetic Algorithm (GA) is a population-based approach for optimization. It belongs to metaheuristic procedures that use population characteristics to guide the search. It maintains and improves multiple solutions which may produce a high-quality solution to an optimization problem. This study presents a comprehensive survey of GAs. We review and discuss genetic algorithms for new researchers in the field. We illustrate components of GA and view the main results on time complexity.

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