Published January 22, 2026 | Version v2

Comparative Analysis of AI and Optimization Methods for Inverse Kinematics in 7-DOF Robotic Systems (Version 1.0.0)

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Description

Initial public release of the research project:

"Comparative Analysis of AI and Optimisation Algorithms for Inverse Kinematics in 7-DOF Robotic Systems".

This release includes:

  • Full research paper (PDF)
  • Source code for optimisation and machine learning models
  • Experimental framework for inverse kinematics evaluation
  • Dataset generation methodology
  • Reproducibility resources

Algorithms evaluated: PSO, Differential Evolution, Genetic Algorithm, Simulated Annealing, Gradient Descent, Linear Regression, Decision Tree, Neural Networks, and Support Vector Machines.

Institution: University of Salford - MSc Robotics & Automation Author: Iyanuoluwa Enoch Oke

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7-DOF_Robotic_System-1.0.0.zip

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