I need to do a presentation of my TIPE

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This conference explores deterministic system convergence inspired by ranking competitions, integrating probability, algebra, and computational methods. It employs Markov chains and the Perron-Frobenius theorem to analyse spectral gaps and convergence speed, using stochastic matrices and computing algorithms for simulation. The study aims to establish a robust framework for ranking systems, evaluating efficiency and reliability, and correlating simulations with practical data.