--- title: "Genetic Algorithms - Reviews, Revenue and Downloads in United States | Apple App Store" description: "Genetic algorithms are one of the search and optimisation methods. The aim of optimisation is to increase efficiency in reaching a certain optimal value. Genetic algorithms are based on the mechanisms" --- # Genetic Algorithms — United States > search and optimisation method ![Genetic Algorithms App Icon](https://is1-ssl.mzstatic.com/image/thumb/Purple221/v4/99/2b/19/992b19f7-dfcc-e818-1929-f112a444ad1c/AppIcon-0-0-1x_U007epad-0-0-0-11-0-0-85-220.png/400x400bb.png) **Developer:** [Ilona Kosinska](https://apptail.io/developer/ilona-kosinska-IHxc) **Category:** Education **Rating:** 5.0/5 (1 ratings) **Price:** Free **Bundle ID:** com.taketechease.www.GeneticAlgorithms **Store:** Apple App Store **Country:** United States **Version:** 1.5 (released 2026-06-12) **Original Release:** 2024-03-23 **App Store Link:** [Download on Apple App Store](https://apps.apple.com/us/app/app/id1571375136) **AppTail Page:** [https://apptail.io/app/genetic-algorithms-UfBp/united-states](https://apptail.io/app/genetic-algorithms-UfBp/united-states) ## Genetic Algorithms Description Genetic algorithms are one of the search and optimisation methods. The aim of optimisation is to increase efficiency in reaching a certain optimal value. Genetic algorithms are based on the mechanisms of natural selection and heredity. The basic genetic algorithm is built from three operations: reproduction, crossing, and mutation. Genetic algorithms operate on populations of coding sequences and use random selection rules to search for the global optimal value. However, these random rules are defined to give the appropriate direction of the search (through various selection mechanisms or scaling of fitness functions). This basic procedure is enhanced by certain genetic manipulations, such as those seen in nature. They include the mechanisms of dominance, diploidy, inversion, and other reconfiguration mechanisms that occur at the chromosome level. Users can design textual or graphical scaling patterns for the fitness function and then use them in simulations. The application also provides a preliminary analysis of statistical data concerning the distribution of the fitness function in the population. The program allows the user to compare non-random procedures (e.g. scaling of fitness functions) by using the same pseudorandom sequence (for procedures requiring randomization, such as selection, etc.) in successive simulations. In order to better visualize the genetic processes taking place during the simulation, some of them are presented to the user using animations. Additionally, some of the data obtained from simulations can be saved and shared. ## Genetic Algorithms Screenshots - [Screenshot 1](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource126/v4/b7/bb/fb/b7bbfb4b-822c-9718-0897-9447a3cda4b9/6fa4c65e-de52-4356-bd3a-a080dbdec5d5_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.28.32.png/1242x2688.png) - [Screenshot 2](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource116/v4/4b/f1/6e/4bf16e2a-698f-7b48-a600-f939d6903b4e/a1cb9a52-a8a5-4eb7-9305-c27c1c6c8cdf_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.30.20.png/1242x2688.png) - [Screenshot 3](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource116/v4/09/b4/ec/09b4ecfd-ea98-9ed6-9d4e-c6565579158c/d4762edb-8232-4402-bd36-037c121f71b3_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.33.15.png/1242x2688.png) - [Screenshot 4](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource116/v4/e1/65/b0/e165b04d-8243-c47f-6dda-6e9249d10366/4cad1ecd-a57a-42cd-bf90-51640354900a_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.35.39.png/1242x2688.png) - [Screenshot 5](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource126/v4/aa/1b/9a/aa1b9ad6-05c8-9995-1821-0308a4a66bb6/a121c199-eecc-4438-8911-52850e1cb78f_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.40.56.png/1242x2688.png) - [Screenshot 6](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource126/v4/e3/66/60/e36660d9-b407-0806-8fb6-0b78b835da32/79f53f7d-2773-4ddd-8953-e2beacc07669_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-18_at_16.42.34.png/1242x2688.png) - [Screenshot 7](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource116/v4/af/f7/f6/aff7f69f-8c13-6c13-f3ba-2d2b5bbb96d7/bbebceee-b6d8-48aa-b7c2-6f00c7b48afd_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-19_at_16.40.13.png/1242x2688.png) - [Screenshot 8](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource126/v4/cc/93/10/cc93100e-c130-7367-97dd-4a4bf5ef2252/5dbaeb21-934a-498a-b2f1-ce7720537f65_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-20_at_13.57.36.png/1242x2688.png) - [Screenshot 9](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource126/v4/6f/48/9c/6f489c1e-cd59-d6c3-8917-9992bc8d945a/ed661d1b-6c42-4793-be4f-d6bfd15f0bf7_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-28_at_11.55.19.png/1242x2688.png) - [Screenshot 10](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource116/v4/6c/41/e6/6c41e63d-a2bf-5288-22d9-aeba5bd29218/435cf901-a867-4155-90ed-64d7f04494e7_Simulator_Screen_Shot_-_iPhone_11_Pro_Max_-_2023-10-28_at_11.56.32.png/1242x2688.png) ## Genetic Algorithms Rating Breakdown in United States - 5 stars: 1 (100%) - 4 stars: 0 (0%) - 3 stars: 0 (0%) - 2 stars: 0 (0%) - 1 stars: 0 (0%) ## Genetic Algorithms Reviews in United States ### ***** "Good" Pls add a visualization with particles or cells -- я кто то _______, 2025-08-29 [View all Genetic Algorithms reviews and detailed analytics on AppTail](https://app.apptail.io/signup?utm_campaign=ai-crawl&utm_content=reviews) ## Genetic Algorithms Discovered Keywords - genetic algorithms ## Genetic Algorithms Available In - [United States](https://apptail.io/app/genetic-algorithms-UfBp/united-states) - [Armenia](https://apptail.io/app/genetic-algorithms-UfBp/armenia) - [Angola](https://apptail.io/app/genetic-algorithms-UfBp/angola) - [Argentina](https://apptail.io/app/genetic-algorithms-UfBp/argentina) - 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