In my Bio-Computing Course Presentation, I explored Solving the Quadratic Assignment Problem Using Bio-Inspired Algorithms. What is Quadratic Assignment Problem? The Quadratic Assignment Problem (QAP)
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Introduction The Cutting Stock Problem is a challenging optimization problem that arises in various industries, including paper manufacturing and sheet metal production. The goal is
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Overview The Particle Swarm Optimization (PSO) Algorithm is a computational method used to optimize a problem iteratively by improving candidate solutions. In this project, we
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This project focuses on solving the assignment problem using Colony Optimization with Python. The assignment problem involves assigning n agents to n tasks while minimizing
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Overview This project implements a Self-Organizing Map (SOM) to solve the Traveling Salesman Problem (TSP). SOM is an unsupervised machine learning technique used for clustering
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Introduction The N Queens problem is a classic problem in combinatorial optimization. It involves placing N chess queens on an N×N chessboard in such a
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Introduction This project implements a Genetic Algorithm in Python to solve the Traveling Salesman Problem (TSP). The TSP is a well-known NP-Hard problem that involves
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