Parallel metaheuristics: recent advances and new trends

E Alba, G Luque, S Nesmachnow - International Transactions in …, 2013 - Wiley Online Library
The field of parallel metaheuristics is continuously evolving as a result of new technologies
and needs that researchers have been encountering. In the last decade, new models of …

Hybrid metaheuristics and multi-agent systems for solving optimization problems: A review of frameworks and a comparative analysis

MAL Silva, SR de Souza, MJF Souza… - Applied Soft …, 2018 - Elsevier
This article presents a review and a comparative analysis between frameworks for solving
optimization problems using metaheuristics. The aim is to identify both the desirable …

Computational models and heuristic methods for Grid scheduling problems

F Xhafa, A Abraham - Future generation computer systems, 2010 - Elsevier
In this paper we survey computational models for Grid scheduling problems and their
resolution using heuristic and meta-heuristic approaches. Scheduling problems are at the …

A survey of algorithmic skeleton frameworks: high‐level structured parallel programming enablers

H González‐Vélez, M Leyton - Software: Practice and …, 2010 - Wiley Online Library
Structured parallel programs ought to be conceived as two separate and complementary
entities: computation, which expresses the calculations in a procedural manner, and …

Genetic algorithm based schedulers for grid computing systems

F Xhafa Xhafa, JS Carretero Casado… - … journal of innovative …, 2007 - upcommons.upc.edu
In this paper we present Genetic Algorithms (GAs) based schedulers for efficiently allocating
jobs to resources in a Grid system. Scheduling is a key problem in emergent computational …

Meta-heuristics for grid scheduling problems

F Xhafa, A Abraham - Metaheuristics for scheduling in distributed …, 2008 - Springer
In this chapter, we review a few important concepts from Grid computing related to
scheduling problems and their resolution using heuristic and meta-heuristic approaches …

Multi-objective particle swarm optimization on computer grids

S Mostaghim, J Branke, H Schmeck - … of the 9th annual conference on …, 2007 - dl.acm.org
In recent years, a number of authors have successfully extended particle swarmoptimization
to problem domains with multiple objec\-tives. This paper addresses theissue of parallelizing …

MALLBA: a software library to design efficient optimisation algorithms

E Alba, G Luque, J Garcia-Nieto… - International …, 2007 - inderscienceonline.com
In this paper we discuss on the MALLBA framework, a software tool for the resolution of
combinatorial optimisation problems using generic algorithmic skeletons implemented in …

A framework for parallel large-scale global optimization

Y Evtushenko, M Posypkin, I Sigal - Computer Science-Research and …, 2009 - Springer
The paper describes the design and implementation of BNB-Solver, an object-oriented
framework for discrete and continuous parallel global optimization. The framework supports …

A robust island parallel genetic algorithm for the quadratic assignment problem

U Tosun, T Dokeroglu, A Cosar - International Journal of …, 2013 - Taylor & Francis
The Quadratic Assignment Problem (QAP) is a difficult and important problem studied in the
domain of combinatorial optimisation. It is possible to solve QAP instances with 10--20 …