How Optimization Search Works — From Hill Climbing to Genetic Algorithms

Optimization is the process of finding a better solution than the current one by evaluating candidate solutions within a search space. It involves an objective function to define what "better" means and an update strategy to guide movement. The challenge lies in distinguishing between a locally good solution and the truly best overall solution, often using methods like exploring neighbors.