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Mathematical Exploration.

Exploring Two Different Methods of Obtaining Random Points with Uniform Density in a Circle and Comparing Their Computational Efficiency

March 2022

Research Paper

Two algorithms for sampling uniformly at random inside a circle — one using rejection sampling, the other using a direct polar coordinate transformation — are implemented and compared for computational efficiency. The paper analyzes correctness, density uniformity, and performance tradeoffs between the two approaches.

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