Extremal optimization is a heuristic optimization technique inspired by the principles of self-organization found in complex systems and certain features of natural selection. The method is particularly designed to solve large and complex optimization problems. It is based on the concept of iteratively improving a solution by making localized changes, focusing on the worst-performing elements in a system.
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