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Local search (optimization)
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==See also== Local search is a sub-field of: * [[Metaheuristic]]s * [[Stochastic optimization]] * [[Mathematical optimization|Optimization]] Fields within local search include: * [[Hill climbing]] * [[Simulated annealing]] (suited for either local or global search) * [[Tabu search]] * [[Late acceptance hill climbing]] * Reactive search optimization (combining [[machine learning]] and local search heuristics) ===Real-valued search-spaces=== Several methods exist for performing local search of [[real number|real-valued]] search-spaces: * [[Luus–Jaakola]] searches locally using a [[Uniform distribution (continuous)|uniform distribution]] and an exponentially decreasing search-range. * [[Random optimization]] searches locally using a [[normal distribution]]. * [[Random search]] searches locally by sampling a [[hypersphere]] surrounding the current position. * [[Pattern search (optimization)|Pattern search]] takes steps along the axes of the search-space using exponentially decreasing step sizes.
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