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Genetic Algorithms

11 posts

DNA Cryptography

Last Updated: 11 February 2025

Cryptography is the branch of science that deals with the encoding of information to hide messages. It plays a vital role in the infrastructure of communication security. ...read more

Genetic Algorithms

Mutation Algorithms for Real-Valued Parameters (GA)

Last Updated: 11 March 2024

Genetic Algorithms(GAs) are adaptive heuristic search algorithms that belong to the larger part of evolutionary algorithms. In each generation chromosomes(our solution can...read more

Genetic Algorithms

Mutation Algorithms for String Manipulation (GA)

Last Updated: 29 September 2022

Genetic Algorithms(GAs) are adaptive heuristic search algorithms that belong to the larger part of evolutionary algorithms. In each generation chromosomes(our solution can...read more

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Genetic Algorithms

Tournament Selection (GA)

Last Updated: 19 September 2023

Tournament Selection is a Selection Strategy used for selecting the fittest candidates from the current generation in a Genetic Algorithm. These selected candidates are th...read more

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Technical Scripter

Genetic Algorithms

Encoding Methods in Genetic Algorithm

Last Updated: 05 January 2023

Biological Background :Chromosome: All living organisms consist of cells. In each cell, there is the same set of Chromosomes. Chromosomes are strings of DNA and consist of...read more

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Machine Learning

Genetic Algorithms

Single Point Crossover in Genetic Algorithm - Python

Last Updated: 06 May 2025

Single Point Crossover is a method used in a technique called genetic algorithms which are inspired by how living things pass on their traits to their children. Just like ...read more

Machine Learning

Genetic Algorithms

Artificial Intelligence

Introduction to Ant Colony Optimization

Last Updated: 17 May 2020

The algorithmic world is beautiful with multifarious strategies and tools being developed round the clock to render to the need for high-performance computing. In fact, wh...read more

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Machine Learning

Write From Home

Genetic Algorithms

Artificial Intelligence

ML - Convergence of Genetic Algorithms

Last Updated: 19 July 2021

Introduction:Genetic algorithms are probabilistic search optimization techniques, which operate on a population of chromosomes, representing potential solutions to the giv...read more

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Machine Learning

Genetic Algorithms

Simple Genetic Algorithm (SGA)

Last Updated: 07 April 2021

Prerequisite - Genetic AlgorithmIntroduction :Simple Genetic Algorithm (SGA) is one of the three types of strategies followed in Genetic algorithm.SGA starts with the crea...read more

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Machine Learning

Genetic Algorithms

Steady State Genetic Algorithm (SSGA)

Last Updated: 13 April 2021

Prerequisite - Genetic AlgorithmSSGA stands for Steady-State Genetic Algorithm. It is steady-state meaning that there are no generations. It differs from the Simple Geneti...read more

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Machine Learning

Genetic Algorithms

Genetic Algorithms for Graph Colouring | Project Idea

Last Updated: 18 July 2021

1. Project ideaIn this article, we present a technique that uses Genetic Algorithms to solve the Graph Coloring Problem, and aim to find the minimum number of colors requi...read more

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Genetic Algorithms