Initialization of metaheuristics: comprehensive review, critical analysis, and research directions

M Sarhani, S Voß, R Jovanovic - International Transactions in …, 2023 - Wiley Online Library
Initialization of metaheuristics is a crucial topic that lacks a comprehensive and systematic
review of the state of the art. Providing such a review requires in‐depth study and …

[HTML][HTML] A review on discrete diversity and dispersion maximization from an OR perspective

R Martí, A Martínez-Gavara, S Pérez-Peló… - European Journal of …, 2022 - Elsevier
The problem of maximizing diversity or dispersion deals with selecting a subset of elements
from a given set in such a way that the distance among the selected elements is maximized …

Opposition-based memetic search for the maximum diversity problem

Y Zhou, JK Hao, B Duval - IEEE Transactions on Evolutionary …, 2017 - ieeexplore.ieee.org
As a usual model for a variety of practical applications, the maximum diversity problem
(MDP) is computational challenging. In this paper, we present an opposition-based memetic …

Heuristics and metaheuristics for the maximum diversity problem

R Martí, M Gallego, A Duarte, EG Pardo - Journal of Heuristics, 2013 - Springer
This paper presents extensive computational experiments to compare 10 heuristics and 20
metaheuristics for the maximum diversity problem (MDP). This problem consists of selecting …

Measuring diversity. A review and an empirical analysis

F Parreño, R Álvarez-Valdés, R Martí - European Journal of Operational …, 2021 - Elsevier
Maximum diversity problems arise in many practical settings from facility location to social
networks, and constitute an important class of NP-hard problems in combinatorial …

Greedy randomized adaptive search procedure with exterior path relinking for differential dispersion minimization

A Duarte, J Sánchez-Oro, MGC Resende, F Glover… - Information …, 2015 - Elsevier
We propose several new hybrid heuristics for the differential dispersion problem, the best of
which consists of a GRASP with sampled greedy construction with variable neighborhood …

A tabu search based memetic algorithm for the maximum diversity problem

Y Wang, JK Hao, F Glover, Z Lü - Engineering Applications of Artificial …, 2014 - Elsevier
This paper presents a highly effective memetic algorithm for the maximum diversity problem
based on tabu search. The tabu search component uses a successive filter candidate list …

Discrete tabu search for graph matching

K Adamczewski, Y Suh, K Mu Lee - Proceedings of the IEEE …, 2015 - cv-foundation.org
Graph matching is a fundamental problem in computer vision. In this paper, we propose a
novel graph matching algorithm based on tabu search. The proposed method solves graph …

Iterated greedy for the maximum diversity problem

M Lozano, D Molina, C Garcı - European Journal of Operational …, 2011 - Elsevier
The problem of choosing a subset of elements with maximum diversity from a given set is
known as the maximum diversity problem. Many algorithms and methods have been …

Variable neighborhood search for the heaviest k-subgraph

J Brimberg, N Mladenović, D Urošević… - Computers & Operations …, 2009 - Elsevier
This paper presents a variable neighborhood search (VNS) heuristic for solving the heaviest
k-subgraph problem. Different versions of the heuristic are examined including 'skewed'VNS …