Harnessing the power of computational biology, this exploration delves into the intricate world of plant root systems. Through the lens of optimization algorithms, we examine the remarkable efficiency of nature's design. Analyzing root structure, branching patterns, and growth dynamics, this research employs mathematical models to simulate root development. The study reveals how evolutionary
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