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  1. www.geeksforgeeks.org › genetic-algorithmsGenetic Algorithms - GeeksforGeeks

    Mar 8, 2024 · Learn how genetic algorithms (GAs) are adaptive heuristic search algorithms based on natural selection and genetics. See an example problem and solution using GAs in C++, Java, Python, C# and Javascript.

  2. www.javatpoint.com › genetic-algorithm-in-softGenetic Algorithm in Soft Computing - Javatpoint

    Learn how genetic algorithms (GA), a subset of evolutionary algorithms, draw inspiration from natural selection to solve optimization and search problems. Explore the methodology, issues, and theory of GA applications in soft computing.

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  4. cse.iitkgp.ac.in › ~dsamanta › coursesIntroduction to Genetic Algorithm - IITKGP

    Genetic algorithm is a population-based probabilistic search and optimization techniques, which works based on the mechanisms of natural genetics and natural evaluation. Debasis Samanta (IIT Kharagpur) Soft Computing Applications 26.02.2016 13 / 26

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  5. www.cs.cmu.edu › ~02317 › slidesGenetic Algorithms (GAs) - CMU School of Computer Science

    Learn about the origins, principles, and applications of genetic algorithms (GAs), a search technique inspired by natural evolution. See how GAs work with a simple example of maximizing the number of ones in a binary string.

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  6. ieeexplore.ieee.org › document › 8753030A review on Genetic Algorithm and Its Applications | IEEE ...

    This article presents a genetic algorithm (GA) as a soft computing technique to solve optimization problems. It explains the basic concepts, operators, and applications of GA, and compares it with other methods.

  7. link.springer.com › article › 10Genetic algorithms: theory, genetic operators, solutions, and ...

    A review article on genetic algorithms (GAs), a metaheuristic optimization method inspired by natural selection and biological processes. The article covers the essential components, recent contributions, real-life applications, and future directions of GAs.

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  9. www.toptal.com › algorithms › genetic-algorithmsGenetic Algorithms: Search and Optimization by Natural ...

    Learn how to use genetic algorithms, a metaheuristic technique based on natural evolution, to solve complex problems. See an example of word-matching problem and the Java code implementation of the core GA steps.

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