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GitHub topics: crossover-operator

KhaledAshrafH/Curve-Fitting

This program implements a genetic algorithm for curve fitting using a polynomial equation. The goal is to find the best coefficients for the polynomial equation that minimize the distance between the curve and a given set of data points. The genetic algorithm is used to search for the optimal solution by evolving a population of candidate solutions

Language: C++ - Size: 266 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2

nikhil97353/Travelling-Thief-Problem-Genetic-Algorithm-_Approach

This project solves the GECCO19 Traveling Thief Problem (TTP) using a Multi-objective Evolutionary Algorithm (MOEA) to optimize both travel time (TSP) and profit (KNP) with advanced crossover, mutation, and selection operators

Language: Jupyter Notebook - Size: 5.77 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

nikhil97353/Evolutionary-Algorithm-for-Traveling-Salesman-Problem-TSP-

In this project, I implemented an Evolutionary Algorithm (EA) to solve the Travelling Salesman Problem (TSP), a classic optimization challenge where the goal is to find the shortest route that visits a set of cities exactly once and returns to the starting point.

Language: Python - Size: 169 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Pedro-Muller29/NQueensGeneticAlgo

A playground for writing crossover functions and see how they perform on the N-Queens problem!

Language: Python - Size: 14.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

KhaledAshrafH/GA-Knapsackizer

This repository contains a C++ program that solves the Knapsack Problem using a Genetic Algorithm. The Knapsack Problem is a classic optimization problem where we aim to maximize the total value of items to be packed in a knapsack, given the knapsack's weight capacity and a set of items with their respective weights and values.

Language: C++ - Size: 449 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0

F-a-b-r-i-z-i-o/Additional_Crossover_For_TSP

Resolve TSP problem with GA and more crossover.

Language: Python - Size: 2.03 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

AhmedDiaa0212/Solving-the-TSP-using-a-genetic-algorithm

A Genetic Algorithm project for solving The Traveling Salesman Problem "TSP"using Roulette Wheel Selection, Ordered Crossover (OX) and Mutation Swap Mutation

Language: Python - Size: 155 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Am1rMahd1/Genetic-algorithm-for-0-1-Knapsack-Problem

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

omarja12/Genetic_Algorithm_TSP

Solving the Traveling Sales Person problem using genetic algorithms.

Language: Python - Size: 542 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

aesthetic176/TSP_USING_GA

It is bioinformatics project

Language: Python - Size: 5.73 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kalhorghazal/Logic-Gate-Assignment

🧬Logic Gate Assignment, Artificial Intelligence course, University of Tehran

Language: HTML - Size: 77.1 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

ap-atul/genetic

A simple to use, ready to integrate genetic algorithm package

Language: Python - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

GiliardGodoi/binary-ga-stpg

A Genetic Algorithm implementation for the Steiner Tree Problem in Graphs using GPX crossover operator.

Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kalhorghazal/Text-Decryption

👩‍💻Text Decryption, Artificial Intelligence course, University of Tehran

Language: Python - Size: 794 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0