activity
20152025
most citedOn the representation of the search region in multi-objective optimization

91 citations · 95 across the 5 of their papers we have counts for

collaborators

6 papers

cs.DS2025

Grouping Strategies on Two-Phase Methods for Bi-objective Combinatorial Optimization

Felipe O. Mota, Luís Paquete, Daniel Vanderpooten

Two-phase methods are commonly used to solve bi-objective combinatorial optimization problems. In the first phase, all extreme supported nondominated points are generated through a…

math.OC2023

Approximating Multiobjective Optimization Problems: How exact can you be?

Cristina Bazgan, Arne Herzel, Stefan Ruzika +2

It is well known that, under very weak assumptions, multiobjective optimization problems admit -approximation sets (also called -P…

cs.AI2022

Exact and approximate determination of the Pareto set using minimal correction subsets

Andreia P. Guerreiro, João Cortes, Daniel Vanderpooten +4

Recently, it has been shown that the enumeration of Minimal Correction Subsets (MCS) of Boolean formulas allows solving Multi-Objective Boolean Optimization (MOBO) formulations. Ho…

cs.DS2019

One-Exact Approximate Pareto Sets

Arne Herzel, Cristina Bazgan, Stefan Ruzika +2

Papadimitriou and Yannakakis show that the polynomial-time solvability of a certain singleobjective problem determines the class of multiobjective optimization problems that admit…

cs.DS2019★ 4 cited

The Power of the Weighted Sum Scalarization for Approximating Multiobjective Optimization Problems

Cristina Bazgan, Stefan Ruzika, Clemens Thielen +1

We determine the power of the weighted sum scalarization with respect to the computation of approximations for general multiobjective minimization and maximization problems. Additi…

cs.DM2015★ 91 cited

On the representation of the search region in multi-objective optimization

Kathrin Klamroth, Renaud Lacour, Daniel Vanderpooten

Given a finite set of feasible points of a multi-objective optimization (MOO) problem, the search region corresponds to the part of the objective space containing all the point…