José Vinícius de M. Cardoso

Efficient Algorithms for General Isotone Optimization

Monotonicity is often a fundamental assumption involved in the modeling of a number of real-world applications. From an optimization perspective, monotonicity is formulated as partial order constraints among the optimization variables, commonly known as isotone optimization. In this paper, we develo…