Optimization of Systems
Scalability refers to the ability of a system, process, or model to handle increasing amounts of work or to be capable of being enlarged to accommodate that growth. In optimization contexts, it indicates how effectively an algorithm can perform as the size of the problem increases, which is crucial for ensuring that solutions remain efficient and relevant as complexities rise. This concept is vital in understanding how different optimization techniques can be applied to larger or more complex datasets without a significant drop in performance.
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