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| | Download PDFOpen PDF in browser Download PDFOpen PDF in browserValidating Collatz Conjecture Through Binary Representation and Probabilistic Path AnalysisEasyChair Preprint 1214812 pages•Date: February 16, 2024AbstractThe Collatz conjecture, a longstanding mathematical puzzle, positsthat, regardless of the starting integer, iteratively applying a specific formula
 will eventually lead to the value 1. This paper introduces a novel
 approach to validate the Collatz conjecture by leveraging the binary representation
 of generated numbers. Each transition in the sequence is predetermined
 using the Collatz conjecture formula, yet the path of transitions
 is revealed to be intricate, involving alternating increases and decreases
 for each initial value.
 The study delves into the global flow of the sequence, investigating the
 behavior of the generated numbers as they progress toward the termination
 value of 1. The analysis utilizes the concept of probability to shed
 light on the complex dynamics of the Collatz conjecture. By incorporating
 probabilistic methods, this research aims to unravel the underlying
 patterns and tendencies that govern the convergence of the sequence.
 The findings contribute to a deeper understanding of the Collatz conjecture,
 offering insights into the inherent complexities of its trajectories.
 This work not only validates the conjecture through binary representation
 but also provides a probabilistic framework to elucidate the global flow of
 the sequence, enriching our comprehension of this enduring mathematical
 mystery.
 Keyphrases: Binary Number, Collatz Conjecture, probabilistic methods | 
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