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Genetic Algorithms

11 posts

Genetic Algorithms for Graph Colouring | Project Idea

Last Updated: 23 July 2025

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

Steady State Genetic Algorithm (SSGA)

Last Updated: 23 July 2025

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

Simple Genetic Algorithm (SGA)

Last Updated: 23 July 2025

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

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

Introduction to Ant Colony Optimization

Last Updated: 13 February 2026

Ant Colony Optimization (ACO) is a nature-inspired algorithm that learns from how real ants collectively find the shortest path to food without any central control. Instea...read more

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Machine Learning

Write From Home

Genetic Algorithms

Artificial Intelligence

Single Point Crossover in Genetic Algorithm - Python

Last Updated: 12 July 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

Encoding Methods in Genetic Algorithm

Last Updated: 23 December 2025

Encoding methods in Genetic Algorithms (GA) define how a solution to an optimization problem is represented in the form of a chromosome. The choice of encoding directly af...read more

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Machine Learning

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

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

Mutation Algorithms for Real-Valued Parameters (GA)

Last Updated: 11 July 2025

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

DNA Cryptography

Last Updated: 11 July 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