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• 2013

  Short term wind speed forecasting with evolved neural networks

  Corne, D., Reynolds, A., Galloway, S., Owens, E. H. & Peacock, A., 6 Jul 2013, Proceedings of the 15th Annual Conference Companion on Genetic and Evolutionary Computation. Association for Computing Machinery, p. 1521-1528 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • forecasting
  • wind velocity
  • alternative energy
  • prediction
  • weather forecasting
  8 Citations (Scopus)
• 2012

  A parallel GA-EDA hybrid algorithm for history-matching

  Abdollahzadeh, A., Reynolds, A., Christie, M. A. & Corne, D., Mar 2012, p. 1-20. 20 p.

  Research output: Contribution to conference › Paper

  • Parallel algorithms
  • Genetic algorithms
  • Probability distributions
  • Inverse problems
  • Evolutionary algorithms
  5 Citations (Scopus)

• Automatic isotherm derivation from field data for oilfield scale inhibitor squeeze treatments

  Vazquez, O., Corne, D., Jordan, M. M. & Mackay, E. J., May 2012, p. 1-19. 19 p.

  Research output: Contribution to conference › Paper

  • inhibitor
  • isotherm
  • trial
  • gas industry
  • oil industry
  3 Citations (Scopus)

• Bayesian optimization algorithm applied to uncertainty quantification

  Abdollahzadeh, A., Reynolds, A., Christie, M. A., Corne, D., Davies, B. & Williams, G., Sep 2012, In: SPE Journal. 17, 3, p. 865-873 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Uncertainty
  • Bayesian networks
  • Multiphase flow
  • Flow simulation
  • Inverse problems
  20 Citations (Scopus)

• Gaussian-based estimation of distribution algorithms for history matching

  Abdollahzadeh, A., Christie, M. A. & Corne, D., Nov 2012, p. 1-19. 19 p.

  Research output: Contribution to conference › Paper

  • Evolutionary algorithms
  • Gaussian distribution
  • Covariance matrix
  • Statistical Models
  • Genetic algorithms
  1 Citation (Scopus)

• Guide objective assisted particle swarm optimization and its application to history matching

  Reynolds, A., Abdollahzadeh, A., Corne, D., Christie, M. A., Davies, B. & Williams, G., Sep 2012, Parallel Problem Solving from Nature - PPSN XII: 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II. Coello Coello, C. A., Cutello, V., Deb, K., Forrest, S., Nicosia, G. & Pavone, M. (eds.). Springer, p. 195-204 10 p. (Lecture Notes in Computer Science; vol. 7492).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Particle swarm optimization (PSO)
  • Petroleum engineering
  1 Citation (Scopus)

• Multi-objective scheme of estimation of distribution algorithm for history-matching

  Abdollahzadeh, A., Reynolds, A., Christie, M. A., Corne, D., Williams, G. & Davies, B., Sep 2012. 21 p.

  Research output: Contribution to conference › Paper

  • history
  • distribution
  • parameter
  • demand
  • sampling
  2 Citations (Scopus)

• On population diversity measures of the evolutionary algorithms used in history matching

  Abdollahzadeh, A., Reynolds, A., Christie, M. A., Corne, D., Williams, G. & Davies, B., Jun 2012, p. 1-13. 13 p.

  Research output: Contribution to conference › Paper

  • Evolutionary algorithms
  • Flavors
  • Function evaluation
  • Inverse problems
  • Tuning
  6 Citations (Scopus)

• Synergies between operations research and data mining: The emerging use of multi-objective approaches

  Corne, D., Dhaenens, C. & Jourdan, L., 16 Sep 2012, In: European Journal of Operational Research. 221, 3, p. 469-479 11 p.

  Research output: Contribution to journal › Article › peer-review
  42 Citations (Scopus)
• 2011

  A parallel BOA-PSO hybrid algorithm for history matching

  Reynolds, A., Abdollahzadeh, A., Corne, D., Christie, M. A., Davies, B. & Williams, G., Jun 2011, p. 894-901. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • history
  • particle
  • inverse problem
  • simulation
  • decision
  11 Citations (Scopus)

• Bayesian optimization algorithm applied to uncertainty quantification

  Abdollahzadeh, A., Reynolds, A., Christie, M. A., Corne, D., Davies, B. & Williams, G., May 2011, p. 14 pp. 14 p.

  Research output: Contribution to conference › Paper
  11 Citations (Scopus)

• Estimation of distribution algorithms applied to history matching

  Abdollahzadeh, A., Reynolds, A., Christie, M., Corne, D., Williams, G. & Davies, B., 2011, Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 2011. Vol. 1. p. 218-231 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Inverse problems
  • Bayesian networks
  • Petroleum industry
  • Probability distributions
  • Kalman filters
  13 Citations (Scopus)

• Multiobjective algorithms for financial trading: Multiobjective out-trades single-objective

  Lohpetch, D. & Corne, D., 2011, p. 192-199.

  Research output: Contribution to conference › Other

  • Genetic programming
  • Finance
  • Acoustic waves
  • Economics
  11 Citations (Scopus)

• Optimization by precomputation

  Corne, D. & Reynolds, A., 1 Oct 2011, p. 552-557. 6 p.

  Research output: Contribution to conference › Other
  1 Citation (Scopus)