Solving Traveling Salesman Problem Using Genetic Algorithm with MATLAB Implementation

Various optimization problems including Traveling Salesman Problem (TSP), postal route planning, nut assembly line sequencing, and production scheduling can be formulated as TSP instances. This MATLAB implementation utilizes genetic algorithm to solve TSP, featuring complete sub-functions for fitness calculation, selection operators, crossover operations, and mutation mechanisms with detailed code-level descriptions.

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Hybrid Bacterial Foraging Optimization and Particle Swarm Optimization Algorithm

A program integrating Bacterial Foraging Optimization and Particle Swarm Optimization algorithms for computing fitness function extrema, featuring implementation insights on population initialization, chemotaxis movement, and velocity-update mechanisms with significant reference value.

MATLAB 210 views Tagged

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Genetic Algorithm Clustering

Implementation of clustering analysis using genetic algorithms, including core functions such as fitness evaluation, selection operators, and crossover operations with Python/Matlab code architecture explanations.

MATLAB 227 views Tagged

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Artificial Bee Colony Algorithm with Chaotic Search Implementation

Self-developed Artificial Bee Colony algorithm featuring integrated chaotic search capabilities. The main function `funqun1` serves as the optimization driver, while the customizable `fitness` function allows flexible adaptation to various optimization problems. This implementation provides clear code structure with detailed documentation, reference papers, and author contact information for technical discussions.

MATLAB 218 views Tagged

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Novel Fitness Function Design for Image Segmentation Using Metaheuristic Optimization Algorithms

Implementation of a novel fitness function for image segmentation employing metaheuristic methods (GA, PSO, SFLA, ACO), featuring algorithmic enhancements and performance benchmarking

MATLAB 309 views Tagged

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Solving High-Degree Nonlinear Equation Systems Using Genetic Optimization Algorithms

Solving High-Degree Nonlinear Equation Systems Using Genetic Optimization Algorithms with Code Implementation Strategies

MATLAB 138 views Tagged

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Solving Nonlinear Equation Systems with Genetic Algorithms

Applying Genetic Algorithms for Nonlinear Equation System Solutions with Implementation Approaches

MATLAB 144 views Tagged

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Binary-Encoded Genetic Algorithm for Single-Objective Optimization Problems

Binary-encoded genetic algorithm implementation for solving single-objective optimization problems with evolutionary computation methods

MATLAB 177 views Tagged

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Multi-Objective Particle Swarm Optimization Algorithm

Multi-Objective Particle Swarm Optimization Algorithm Implementation and Strategies

MATLAB 168 views Tagged

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TSP Optimization Using Ant Colony Algorithm

Implementation of Traveling Salesman Problem (TSP) optimization through Ant Colony Algorithm with enhanced code integration and hybrid optimization approaches

MATLAB 113 views Tagged

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