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Investigating the Efficiency of Evolutionary Algorithms in Optimization Problems
Introduction: In the field of computer science, optimization problems are ubiquitous and arise in various domains such as engineering, finance, and logistics. The goal is to find the best solution among a set of possible alternatives, typically with constraints. Traditional optimization techniques, such as mathematical programming, have been extensively studied and applied. However, these methods often struggle with complex real-world problems due to their reliance on mathematical models and assumptions.
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