Description: An optimizer is a tool or process designed to improve the performance of a system or application. In the context of computing, optimizers can be algorithms, software, or techniques that seek to maximize efficiency and minimize resource usage, such as processing time, memory, or energy consumption. These optimizers are fundamental in various areas, from software development to resource allocation and machine learning. For example, in the realm of databases, an optimizer can restructure queries to execute faster. In machine learning, optimizers adjust a model’s parameters to improve its accuracy. The relevance of optimizers lies in their ability to make systems faster, more efficient, and capable of handling larger workloads, which is crucial in a world where speed and efficiency are increasingly valued.