The Global Optimization Toolbox is a collection of algorithms and tools designed to find the optimal solutions to complex problems. Unlike traditional optimization methods that may get trapped in local minima, global optimization techniques strive to find the global minimum or maximum of a function. This is particularly important in catalysis, where reaction landscapes can be highly complex and multi-dimensional.