dc.contributor.author | Smith, Kevin I. | |
dc.contributor.author | Everson, Richard M. | |
dc.contributor.author | Fieldsend, Jonathan E. | |
dc.date.accessioned | 2013-07-09T10:10:51Z | |
dc.date.accessioned | 2014-07-24T14:41:17Z | |
dc.date.issued | 2004-09-03 | |
dc.description.abstract | Simulated annealing (SA) is a provably convergent optimiser for single-objective (SO) problems. Previously proposed MO extensions have mostly taken the form of an SO SA optimising a composite function of the objectives. We propose an MO SA utilising the relative dominance of a solution as the system energy for optimisation, eliminating problems associated with composite objective functions. We also propose a method for choosing perturbation scalings promoting search both towards and across the Pareto front.We illustrate the SA's performance on standard test problems. The new SA is shown to promote rapid convergence to the true Pareto front with a good coverage of points across it. | en_GB |
dc.identifier.citation | 2004 Congress on Evolutionary Computation, 19 - 23 June 2004, Portland, OR, USA | en_GB |
dc.identifier.doi | 10.1109/CEC.2004.1330833 | |
dc.identifier.uri | http://hdl.handle.net/10871/15261 | |
dc.language.iso | en | en_GB |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_GB |
dc.relation.replaces | http://hdl.handle.net/10871/11587 | |
dc.relation.replaces | 10871/11587 | |
dc.subject | Pareto optimisation | en_GB |
dc.subject | functions | en_GB |
dc.subject | perturbation techniques | en_GB |
dc.subject | search problems | en_GB |
dc.subject | simulated annealing | en_GB |
dc.subject | optimization | en_GB |
dc.subject | Computational modeling | en_GB |
dc.subject | Computational modelling | en_GB |
dc.subject | Computer science | en_GB |
dc.subject | Computer simulation | en_GB |
dc.subject | Convergence | en_GB |
dc.subject | Cooling | en_GB |
dc.subject | Energy measurement | en_GB |
dc.subject | Genetic algorithms | en_GB |
dc.subject | Optimization methods | en_GB |
dc.subject | Testing | en_GB |
dc.title | Dominance Measures for Multi-Objective Simulated Annealing | en_GB |
dc.type | Conference paper | en_GB |
dc.date.available | 2013-07-09T10:10:51Z | |
dc.date.available | 2014-07-24T14:41:17Z | |
dc.identifier.isbn | 0780385152 | |
dc.description | Copyright © 2004 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. | en_GB |