On the role of metaheuristic optimization in bioinformatics

L Calvet, S Benito, AA Juan… - … in Operational Research, 2023 - Wiley Online Library
Metaheuristic algorithms are employed to solve complex and large‐scale optimization
problems in many different fields, from transportation and smart cities to finance. This paper …

Recombinative approaches for the maximum happy vertices problem

D Thiruvady, R Lewis - Swarm and Evolutionary Computation, 2022 - Elsevier
The maximum happy vertices problem involves taking a simple graph in which several
vertices are precoloured. The aim is to colour the remaining vertices to maximise the number …

[HTML][HTML] Solution merging in matheuristics for resource constrained job scheduling

D Thiruvady, C Blum, AT Ernst - Algorithms, 2020 - mdpi.com
Matheuristics have been gaining in popularity for solving combinatorial optimisation
problems in recent years. This new class of hybrid method combines elements of both …

Metaheuristic hybrids

GR Raidl, J Puchinger, C Blum - Handbook of metaheuristics, 2019 - Springer
Over the last decades, so-called hybrid optimization approaches have become increasingly
popular for addressing hard optimization problems. In fact, when looking at leading …

MineReduce: An approach based on data mining for problem size reduction

MR de Holanda Maia, A Plastino, PHV Penna - Computers & Operations …, 2020 - Elsevier
Hybrid variations of metaheuristics that include data mining strategies have been utilized to
solve a variety of combinatorial optimization problems, with superior and encouraging …

Maximising the net present value of project schedules using CMSA and parallel ACO

D Thiruvady, C Blum, AT Ernst - … , HM 2019, Concepción, Chile, January 16 …, 2019 - Springer
This study considers the problem of resource constrained project scheduling to maximise
the net present value. A number of tasks must be scheduled within a fixed time horizon …

Self-adaptive CMSA for solving the multidimensional multi-way number partitioning problem

M Djukanović, A Kartelj, C Blum - Expert Systems with Applications, 2023 - Elsevier
The multidimensional multi-way number partitioning problem takes as input a set of n
vectors with a fixed dimension m≥ 2, and aims to find a partitioning of this set into k≥ 2 non …

The weighted independent domination problem: Integer linear programming models and metaheuristic approaches

PP Davidson, C Blum, JA Lozano - European Journal of Operational …, 2018 - Elsevier
This work deals with the so-called weighted independent domination problem, which is an
NP-hard combinatorial optimization problem in graphs. In contrast to previous work, this …

A comprehensive comparison of metaheuristics for the repetition-free longest common subsequence problem

C Blum, MJ Blesa - Journal of Heuristics, 2018 - Springer
This paper deals with an NP-hard string problem from the bio-informatics field: the repetition-
free longest common subsequence problem. This problem has enjoyed an increasing …

Just-in-time batch scheduling subject to batch size

S Polyakovskiy, D Thiruvady, R M'Hallah - Proceedings of the 2020 …, 2020 - dl.acm.org
This paper considers single-machine just-in-time scheduling of jobs that may be grouped
into batches subject to a constraint on batches' weights. A job has a weight, due date, and …