Approximation methods for multiobjective optimization problems: A survey

A Herzel, S Ruzika, C Thielen - INFORMS Journal on …, 2021 - pubsonline.informs.org
Algorithms for approximating the nondominated set of multiobjective optimization problems
are reviewed. The approaches are categorized into general methods that are applicable …

Minimum bounded degree spanning trees

MX Goemans - 2006 47th Annual IEEE Symposium on …, 2006 - ieeexplore.ieee.org
We consider the minimum cost spanning tree problem under the restriction that all degrees
must be at most a given value k. We show that we can efficiently find a spanning tree of …

Maximizing submodular functions under matroid constraints by evolutionary algorithms

T Friedrich, F Neumann - Evolutionary computation, 2015 - ieeexplore.ieee.org
Many combinatorial optimization problems have underlying goal functions that are
submodular. The classical goal is to find a good solution for a given submodular function f …

Affine recourse for the robust network design problem: between static and dynamic routing

M Poss, C Raack - Networks, 2013 - Wiley Online Library
Abstract Affinely Adjustable Robust Counterparts provide tractable alternatives to (two‐
stage) robust programs with arbitrary recourse. Following Ouorou and Vial, we apply them to …

Algebraic algorithms for matching and matroid problems

NJA Harvey - SIAM Journal on Computing, 2009 - SIAM
We present new algebraic approaches for two well-known combinatorial problems:
nonbipartite matching and matroid intersection. Our work yields new randomized algorithms …

Small approximate Pareto sets for biobjective shortest paths and other problems

I Diakonikolas, M Yannakakis - SIAM Journal on Computing, 2010 - SIAM
We investigate the problem of computing a minimum set of solutions that approximates
within a specified accuracy ϵ the Pareto curve of a multiobjective optimization problem. We …

New approaches to multi-objective optimization

F Grandoni, R Ravi, M Singh, R Zenklusen - Mathematical Programming, 2014 - Springer
A natural way to deal with multiple, partially conflicting objectives is turning all the objectives
but one into budget constraints. Many classical optimization problems, such as maximum …

Lower bounds for matroid optimization problems with a linear constraint

I Doron-Arad, A Kulik, H Shachnai - 51st International Colloquium …, 2024 - drops.dagstuhl.de
We study a family of matroid optimization problems with a linear constraint (MOL). In these
problems, we seek a subset of elements which optimizes (ie, maximizes or minimizes) a …

An FPTAS for budgeted laminar matroid independent set

I Doron-Arad, A Kulik, H Shachnai - Operations Research Letters, 2023 - Elsevier
We study the budgeted laminar matroid independent set problem. The input is a ground set,
where each element has a cost and a non-negative profit, along with a laminar matroid over …

Tight lower bounds for weighted matroid problems

I Doron-Arad, A Kulik, H Shachnai - arXiv preprint arXiv:2307.07773, 2023 - arxiv.org
In this paper we derive tight lower bounds resolving the hardness status of several
fundamental weighted matroid problems. One notable example is budgeted matroid …