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soft-computing

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KhaledAshrafH / GA-Knapsackizer

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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.

genetics genetic-algorithm mutation genetic-algorithms knapsack-problem soft-computing crossover knapsack soft-computing-course crossover-operator mutation-operator knapsack-genetic knapsack-ga
  • Updated Aug 29, 2023
  • C++

KhaledAshrafH / Curve-Fitting

Star 6

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

genetic-algorithm mutation curve-fitting genetic-algorithms soft-computing crossover chromosome soft-computing-course soft-computing-techniques tournament-selection crossover-operator elitist-genetic-algorithm mutation-operator
  • Updated Aug 29, 2023
  • C++

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