Walking Fish Group:
publications
All conference and journal articles are fully refereed unless noted otherwise. Specific project details are available on the projects page, and raw results are available on the data files page.
The papers are divided into mining papers, hypervolume papers, toolkit papers, games papers, scheduling and OR papers, and general papers.
EVOLUTIONARY DESIGN FOR ORE PROCESSING PLANTS
[WFG2006e] Simon Huband, David Tuppurainen, Lyndon While, Luigi Barone, Phil Hingston, and Richard Bearman. Maximising Overall Value in Plant Design. Minerals Engineering, volume 19, no 15, pages 1470-478. Elsevier, December 2006. [download (PDF, 239 kB)]
[WFG2006d] Simon Huband, Lyndon While, David Tuppurainen, Phil Hingston, Luigi Barone, and Richard Bearman. Economic Optimisation of an Ore-processing Plant with a Constrained Multi-objective Evolutionary Algorithm. 19th Australian Joint Conference on Artificial Intelligence. AJCAI 2006, volume 4304 of Lecture Notes in Computer Science, pages 962-969. Springer-Verlag, December 2006. [download (PDF, 143 kB)]
[WFG2005f] Simon Huband, Luigi Barone, Phil Hingston, Lyndon While, David Tuppurainen, and Richard Bearman. Designing Comminution Circuits with a Multi-Objective Evolutionary Algorithm. 2005 IEEE Congress on Evolutionary Computation. CEC 2005, volume 2, pages 1815-1822. IEEE, September 2005. [download (PDF, 115 kB)]
[WFG2004a] Lyndon While, Luigi Barone, Phil Hingston, Simon Huband, David Tuppurainen, and Richard Bearman. A Multi-Objective Evolutionary Algorithm Approach for Crusher Optimisation and Flowsheet Design. Minerals Engineering, volume 17, no 11-12, pages 1063-1074. Elsevier, November 2004. [download (PDF, 485 kB)]
[WFG2002b] Luigi Barone, Lyndon While, and Phil Hingston. Designing Crushers with a Multi-Objective Evolutionary Algorithm. 2002 Genetic and Evolutionary Computation Conference. GECCO 2002, pages 995-1002. Morgan Kaufmann, July 2002. [download (PDF, 201 kB)]
[WFG2002a] Phil Hingston, Luigi Barone, and Lyndon While. Evolving Crushers. 2002 Congress on Evolutionary Computation. CEC 2002, volume 2, pages 1109-1114. IEEE, May 2002. [download (PDF, 123 kB)]
HYPERVOLUME
[WFG2008a] Lucas Bradstreet, Lyndon While, and Luigi Barone. A Fast Incremental Hypervolume Algorithm. IEEE Transactions on Evolutionary Computation, volume 12, no 6, pages 714-723. IEEE, December 2008. [download (PDF, 1330 kB), data files]
[WFG2007a] Lucas Bradstreet, Lyndon While, and Luigi Barone. Incrementally Maximising Hypervolume for Selection in Multi-objective Evolutionary Algorithms. 2007 IEEE Congress on Evolutionary Computation. CEC 2007, pages 3203-3210. IEEE, September 2007. [download (PDF, 248 kB)]
[WFG2006b] Lucas Bradstreet, Lyndon While, and Luigi Barone. Maximising Hypervolume for Selection in Multi-objective Evolutionary Algorithms. 2006 IEEE Congress on Evolutionary Computation. CEC 2006, pages 6208-6215. IEEE, July 2006. [download (PDF, 470 kB)]
[WFG2006a] Lyndon While, Phil Hingston, Luigi Barone, and Simon Huband. A Faster Algorithm for Calculating Hypervolume. IEEE Transactions on Evolutionary Computation, volume 10, no 1, pages 29-38. IEEE, February 2006. [download (PDF, 650 kB), data files]
[WFG2005d] Lyndon While, Lucas Bradstreet, Luigi Barone, and Phil Hingston. Heuristics for Optimising the Calculation of Hypervolume for Multi-objective Optimisation Problems. 2005 IEEE Congress on Evolutionary Computation. CEC 2005, volume 3, pages 2225-2232. IEEE, September 2005. [download (PDF, 102 kB), data files]
[WFG2005b] Lyndon While. A New Analysis of the LebMeasure Algorithm for Calculating Hypervolume. 3rd International Conference on Evolutionary Multi-Criterion Optimization. EMO 2005, volume 3410 of Lecture Notes in Computer Science, pages 326-340. Springer-Verlag, March 2005. [download (PDF, 178 kB)]
TOOLKIT
[WFG2007b] Lucas Bradstreet, Luigi Barone, Lyndon While, Simon Huband, and Phil Hingston. Use of the WFG Toolkit and PISA for Comparison of Multi-objective Evolutionary Algorithms. 2007 IEEE Symposium on Computational Intelligence in Multi-criteria Decision-making. IEEE MCDM 2007, pages 382-389. IEEE, April 2007. [download (PDF, 659 kB)]
[WFG2006c] Simon Huband, Phil Hingston, Luigi Barone, and Lyndon While. A Review of Multi-objective Test Problems and a Scalable Test Problem Toolkit. IEEE Transactions on Evolutionary Computation, volume 10, no 5, pages 477-506. IEEE, October 2007. [download (PDF, 1800 kB)]
[WFG2005a] Simon Huband, Luigi Barone, Lyndon While, and Phil Hingston. A Scalable Multi-objective Test Problem Toolkit. 3rd International Conference on Evolutionary Multi-Criterion Optimization. EMO 2005, volume 3410 of Lecture Notes in Computer Science, pages 280-294. Springer-Verlag, March 2005. [downloads and source code]
GAMES
[WFG2007g] Phil Hingston, Dan Dyer, Luigi Barone, Tim French, and Graham Kendall. Opponent Modelling, Evolution, and the Iterated Prisoners' Dilemma. In The Iterated Prisoners' Dilemma: 20 Years On, G Kendall, X Yao, S Chong (eds). World Scientific, May 2007.
[WFG2007g] Phil Hingston and Martin Masek. Experiments with Monte Carlo Othello. 2007 IEEE Congress on Evolutionary Computation. CEC 2007. IEEE, September 2007. [download (PDF, 247 kB)]
[WFG2007f] Phil Hingston. Evolving Players for an Ancient Game: Hnefatafl. 2007 IEEE Symposium on Computational Intelligence and Games. IEEE CIG 2007, pages 168-174. IEEE, April 2007. [download (PDF, 140 kB)]
[WFG2007d] Mark Wittkamp, Luigi Barone, and Lyndon While. A Comparison of Genetic Programming and Look-up Table Learning for the Game of Spoof. 2007 IEEE Symposium on Computational Intelligence and Games. IEEE CIG 2007, pages 63-71. IEEE, April 2007. [download (PDF, 425 kB)]
[WFG2006h] Mark Wittkamp and Luigi Barone. Evolving Adaptive Play for the Game of Spoof using Genetic Programming. 2006 IEEE Symposium on Computational Intelligence and Games. IEEE CIG 2006, pages 164-172. IEEE, May 2006. [download (PDF, 2880 kB)]
[WFG2006g] Anthony Di Pietro, Luigi Barone, and Lyndon While. A Comparison of Different Adaptive Learning Techniques for Opponent Modelling in the Game of Guess-it. 2006 IEEE Symposium on Computational Intelligence and Games. IEEE CIG 2006, pages 73-80. IEEE, May 2006. [download (PDF, 3300 kB)]
[WFG2005e] Phil Hingston and Graham Kendall. Enumerating Knight’s Tours using an Ant Colony Algorithm. 2005 IEEE Congress on Evolutionary Computation. CEC 2005, volume 2, pages 1003-1010. IEEE, September 2005. [download (PDF, 130 kB)]
[WFG2004f] Philip Hingston and Graham Kendall. Ant Colonies Discover Knight's Tours. 18th Australian Joint Conference on Artificial Intelligence. AJCAI 2004, volume 3339 of Lecture Notes in Computer Science, pages 1213-1218. Springer-Verlag, December 2004. [download (PDF, 126 kB)]
[WFG2004c] Philip Hingston and Graham Kendall. Learning versus Evolution in Iterated Prisoner's Dilemma. 2004 Congress on Evolutionary Computation. CEC 2004, volume 1, pages 364-372. IEEE, June 2004. [download (PDF, 165 kB)]
[WFG2004b] Graham Kendall, Razali Yaakob, and Philip Hingston. An Investigation of an Evolutionary Approach to the Opening of Go. 2004 Congress on Evolutionary Computation. CEC 2004, volume 2, pages 2052-2059. IEEE, June 2004. [download (PDF, 334 kB)]
[WFG2002c] Anthony Di Pietro, Lyndon While, and Luigi Barone. Learning in RoboCup Keepaway using Evolutionary Algorithms. 2002 Genetic and Evolutionary Computation Conference. GECCO 2002, pages 1065-1072. Morgan Kaufmann, 2002. [download (PDF, 262 kB)]
SCHEDULING AND OPERATIONS RESEARCH
[WFG2007e] Simon Illich, Lyndon While, and Luigi Barone. Multi-objective Strip Packing using an Evolutionary Algorithm. 2007 IEEE Congress on Evolutionary Computation. CEC 2007, pages 4207-4214. IEEE, September 2007. [download (PDF, 581 kB)]
[WFG2007c] Lyndon While and Luigi Barone. Super 14 Rugby Fixture Scheduling using a Multi-objective Evolutionary Algorithm. 2007 IEEE Symposium on Computational Intelligence and Scheduling. IEEE CI-Sched 2007, pages 35-42. IEEE, April 2007. [download (PDF, 303 kB)]
[WFG2006f] Luigi Barone, Lyndon While, Paul Hughes, and Phil Hingston. Fixture Scheduling for Australian Rules Football using a Multi-objective Evolutionary Algorithms. 2006 IEEE Congress on Evolutionary Computation. CEC 2006, pages 3377-3384. IEEE, July 2006. [download (PDF, 496 kB)]
GENERAL EA PUBLICATIONS
[WFG2008c] James Dudley, Luigi Barone, and Lyndon While. Multi-objective Spam Filtering Using an Evolutionary Algorithm. 2008 Congress on Evolutionary Computation. CEC 2008, volume ?, pages ?-?. IEEE, June 2008.
[WFG2008b] Anthony Di Pietro, Luigi Barone, and Lyndon While. On the Behaviours of Evolutionary Strategies for Problems with Varying Noisy Strength. 2008 Congress on Evolutionary Computation. CEC 2008, volume ?, pages ?-?. IEEE, June 2008.
[WFG2006i] Philip Hingston, Luigi Barone, Simon Huband, and Lyndon While. Multi-level Ranking for Constrained Multi-objective Evolutionary Optimisation. Parallel Problem Solving from Nature IX. PPSN 2006, volume 4193 of Lecture Notes in Computer Science, pages 563-572. Springer-Verlag, September 2006.
[WFG2005c] Lucas Bradstreet, Luigi Barone, and Lyndon While. Map-labelling with a Multi-objective Evolutionary Algorithm. 2005 Genetic and Evolutionary Computation Conference. GECCO 2005, volume 2, pages 1937-1944. ACM, June 2005. [download (PDF, 376 kB)]
[WFG2004g] Nicole Patterson, Luigi Barone, and Cara MacNish. Torpedoes on Target: EAs on Track. 2nd International Conference on Autonomous Robots and Agents. ICARA 2004, pages 113-118. December 2004. [download (PDF, 2870 kB)]
[WFG2004e] Philip Hingston and Luigi Barone. Hawks, Doves and Lifetime Reproductive Fitness. Parallel Problem Solving from Nature VIII. PPSN 2004, volume 3242 of Lecture Notes in Computer Science, pages 862-871. Springer-Verlag, September 2004. [download (PDF, 87 kB)]
[WFG2004d] Anthony Di Pietro, Lyndon While, and Luigi Barone. Applying Evolutionary Algorithms to Problems with Noisy, Time-consuming Fitness Functions. 2004 Congress on Evolutionary Computation. CEC 2004, volume 2, pages 1254-1261. IEEE, June 2004. [download (PDF, 690 kB)]
[WFG2003c] Tristan McAuley and Philip Hingston. Algorithmic Composition in Contrasting Music Styles. International Computer Music Conference. ICMC 2003, September 2003. [download (PDF, 253 kB)]
[WFG2003b] Phil Hingston, Lyndon While, and Luigi Barone. Evolutionary computation for industrial design. A background briefing on the use of evolutionary computation to optimise industrial designs, August 2003. [download (PDF, 283 kB)]
[WFG2003a] Simon Huband, Phil Hingston, Lyndon While, and Luigi Barone. An Evolution Strategy with Probabilistic Mutation for Multi-Objective Optimisation. 2003 Congress on Evolutionary Computation. CEC 2003, volume 4, pages 2284-2291. IEEE, December 2003. [download (PDF, 337 kB), data files]
[WFG2001a] Philip Hingston. A Genetic Algorithm for Regular Inference. 2001 Genetic and Evolutionary Computation Conference. GECCO 2001, pages 1299-1306. Morgan Kaufmann, July 2001. [download (PDF, 242 kB)]
©2005-9 Walking Fish Group