Abstract: Objective: To explore the optimization of XGBoost algorithm parameters based on heuristic algorithms, thereby enhancing the classification accuracy of the algorithm. Methods: For the binary ...

Erin Rice is a Writing Specialist from the United States. She has a Master of Arts in Composition and Rhetoric and works as a professor and Academic Success Coach, teaching students about writing and ...

Abstract: In order to solve the NP hard problem of TSP problem, this paper proposes the C-N-GA (Christofides Algorithm& Nearby Measures & Genetic Algorithm) algorithm that combines the Christofides ...

As alternative heuristic techniques; genetic algorithm, simulated annealing algorithm and city swap algorithm are implemented in Python for Travelling Salesman Problem. Details on implementation and ...

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony ...

In recent times among the multitude of attacks present in network system, DDoS attacks have emerged to be the attacks with the most devastating effects. The main objective of this paper is to propose ...

Presentation given at TSP Symposium on September 21-24, 2009 in New Orleans, Louisiana This content was created for a conference series or symposium and does not necessarily reflect the positions and ...

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