Generalized assignment problem

The Generalized Assignment Problem (GAP) is an optimization problem that involves assigning a set of tasks to a set of agents (or resources) in a way that minimizes costs or maximizes efficiency while respecting certain constraints. Unlike the classical assignment problem, where each task is assigned to exactly one agent, the Generalized Assignment Problem allows each agent to handle multiple tasks, but with additional limitations.