Genetic Algorithms

Definition of Genetic Algorithms as it relates to Technology, Artificial Intelligence, Deep Learning, Expert Systems

Genetic Algorithms, as a part of Expert Systems in the field of Artificial Intelligence, are a set of computational techniques inspired by the process of natural selection. They utilize mechanisms such as mutation, crossover, and selection to optimize solutions for complex problems. These algorithms work by encoding potential solutions as chromosomes, which undergo iterative changes to improve fitness. Genetic Algorithms can be applied in various domains including Technology, Deep Learning, and Expert Systems, offering advantages such as robustness, adaptability, and the ability to find global optima. They are particularly useful for optimization problems with large search spaces and multiple local optima, making them a valuable tool within the hierarchy of Artificial Intelligence techniques.

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External Links

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