Jon Rowe

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PhD projects

Jon Rowe’s research interests cover evolutionary computation, multi-agent systems, artificial life and other complex adaptive systems. He also has interests in the theory of evolutionary computation and genetic algorithms and the extension of this theory to arbitrary domains. Elsewhere, he is interested in the evolution of co-operation and emergent computation in multi-agent models, as well as the use of such systems to model complex organisations and social systems.

Research activity per year

43 Article
35 Paper
19 Conference contribution
12 Chapter
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2024
A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms
Rowe, J., 2 Jun 2024, Evolutionary Computation in Combinatorial Optimization: 24th European Conference, EvoCOP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings. Stützle, T. & Wagner, M. (eds.). 1 ed. Springer, p. 162–176 (Lecture Notes in Computer Science; vol. 14632).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2021
Simultaneous diffuse optical and bioluminescence tomography to improve source localization
Bentley, A., Xu, X., Deng, Z., Rowe, J. E., Wang, K. K. H. & Dehghani, H., 9 Dec 2021, Diffuse Optical Spectroscopy and Imaging VIII. Contini, D., Hoshi, Y. & O'Sullivan, T. D. (eds.). SPIE, 1192016. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11920).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2020
A Cost Effective and Low Footprint Hyperspectral Bioluminescent Tomography System Based on Compressive Sensing
Bentley, A., Rowe, J. & Dehghani, H., 20 Apr 2020, Biophotonics Congress: Biomedical Optics 2020 (Translational , Microscopy, OCT,OTS, BBRAIN) (BioMed 2020) . Optical Society of America, 2 p. STh3D.5. (OSA Technical Digest; vol. 2020).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Active learning for linear parameter-varying system identification
Chin, R., Maass, A. I., Ulapane, N., Manzie, C., Shames, I., Nesic, D., Rowe, J. E. & Nakada, H., 8 May 2020, (Accepted/In press) 21st IFAC World Congress (IFAC-V 2020). Elsevier, 6 p. (IFAC-PapersOnLine).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2019
Compressive Sensing Based Hyperspectral Bioluminescent Imaging
Bentley, A., Rowe, J. E. & Dehghani, H., 4 Mar 2019, SPIE Proceedings - High-Speed Biomedical Imaging and Spectroscopy IV. Tsia, K. K. & Goda, K. (eds.). Society of Photo-Optical Instrumentation Engineers, Vol. 10889. 6 p. 54. (SPIE Proceedings; vol. 10889).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
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342 Downloads (Pure)
Re-parametrising cost matrices for tuning model predictive controllers
Chin, R. & Rowe, J. E., 8 Aug 2019, Proceedings of the 2019 IEEE Congress on Evolutionary Computation (CEC 2019). IEEE Computer Society Press, p. 2856-2863 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
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272 Downloads (Pure)
The benefits and limitations of voting mechanisms in evolutionary optimisation
Rowe, J. & Aishwaryaprajna, 27 Aug 2019, FOGA '19 Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. Association for Computing Machinery , p. 34-42 9 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
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4 Citations (Scopus)

252 Downloads (Pure)
2016
Finite-Horizon Bisimulation Minimisation for Probabilistic Systems
Kamaleson, N., Parker, D. & Rowe, J., 8 Apr 2016, Model Checking Software: 23rd International Symposium, SPIN 2016, Co-located with ETAPS 2016, Eindhoven, The Netherlands, April 7-8, 2016, Proceedings. Springer, p. 147-164 18 p. (Lecture Notes in Computer Science; vol. 9641).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
2 Citations (Scopus)

231 Downloads (Pure)
Formal Quantitative Analysis of Reaction Networks Using Chemical Organisation Theory
Mu, C., Dittrich, P., Parker, D. & Rowe, J., 2016, Computational Methods in Systems Biology: 14th International Conference, CMSB 2016, Cambridge, UK, September 21-23, 2016, Proceedings. Springer, p. 232-251 (Lecture Notes in Computer Science; vol. 9859).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
12 Citations (Scopus)

231 Downloads (Pure)
Simple Random Sampling Estimation of the Number of Local Optima
Alyahya, K. & Rowe, J. E., 2016, Parallel Problem Solving from Nature -- PPSN XIV: 14th International Conference, September 17-21,2016, Proceedings. Springer, Vol. 9921. p. 932-941 10 p. (Lecture Notes in Computer Science; vol. 9921).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
8 Citations (Scopus)

342 Downloads (Pure)
2015
Improving the performance of the Germinal center artificial immune system using ɛ-dominance: a multi-objective knapsack problem case study
Joshi, A., Zarges, C. & Rowe, J., 2015, Evolutionary Computation in Combinatorial Optimization: 15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Ochoa, G. & Chicano, F. (eds.). Springer, Vol. 9026. p. 114-125 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9026).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus)
Landscape properties of the 0-1 knapsack problem
Alyahya, K. & Rowe, J. E., 11 Jul 2015, GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. Association for Computing Machinery , p. 1343-1344 2 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
33 Downloads (Pure)
Run-Time Analysis of Population-Based Evolutionary Algorithm in Noisy Environments
Prugel-bennett, A., Rowe, J. & Shapiro, J., 2015, FOGA '15 Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII . Association for Computing Machinery , p. 69-75
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

24 Citations (Scopus)
2014
An immune-inspired algorithm for the set cover problem
Joshi, A., Rowe, J. E. & Zarges, C., 2014, Parallel Problem Solving from Nature: PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings. Bartz-Beielstein, T., Branke, J., Filipič, B. & Smith, J. (eds.). Springer, Vol. 8672. p. 243-251 9 p. (Lecture Notes in Computer Science; vol. 8672).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Citations (Scopus)
Local optima and weight distribution in the number partitioning problem
Alyahya, K. & Rowe, J. E., 2014, Parallel Problem Solving from Nature – PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings. Bartz-Beielstein, T., Branke, J., Filipic, B. & Smith, J. (eds.). Springer, Vol. 8672. p. 862-871 10 p. (Lecture Notes in Computer Science ; vol. 8672).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus)
Phase transition and landscape properties of the number partitioning problem
Alyahya, K. & Rowe, J., 2014, Evolutionary Computation in Combinatorial Optimisation : 14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers. Blum, C. & Ochoa, G. (eds.). Springer, Vol. 8600. p. 206-217 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8600).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Citations (Scopus)
2011
Unbiased Black Box Search Algorithms
Rowe, J. & Vose, MD., 16 Jul 2011, GECCO '11 Proceedings of the 13th annual conference on Genetic and evolutionary computation. Association for Computing Machinery , p. 2035-2042 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
28 Citations (Scopus)
2001

Markov chain models for GP and variable-length GAs with homologous crossover
Poli, R., Rowe, J., McPhee NF, NF., Spector, L., Goodman, E., Wu, A., Langdon, WB., Voigt, HM., Gen, M., Sen, S., Dorigo, M., Pezeshk, S., Garzon, M. & Burke, E., 1 Jan 2001, GECCO-2001: Proceedings of the Genetic and Evolutionary Computation Conference. p. 112-119 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
The effects of crossover and mutation operators on variable length linear structures
Rowe, J., McPhee NF, XX., Spector, L., Goodman, E., Wu, A., Langdon, WB., Voigt, HM., Gen, M., Sen, S., Dorigo, M., Pezeshk, S., Garzon, M. & Burke, E., 1 Jan 2001, Proceedings of the Genetic and Evolutionary Computation Conference : a Joint Meeting of the Sixth Annual Genetic Programming Conference (GP-2001) and the Tenth International Conference on Genetic Algorithms (ICGA-2001). p. 535-542 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Jon Rowe

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