# Andy J. Keane

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^{1}, Andy J. Keane## Timeline

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## Bibliography

2015

Genetic Programming, Logic Design and Case-Based Reasoning for Obstacle Avoidance.

Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

2012

Enhancing infill sampling criteria for surrogate-based constrained optimization.

J. Comput. Meth. in Science and Engineering, 2012

2011

Towards an Intelligent Non-stationary Performance Prediction of Engineering Systems.

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

2010

Generative Topographic Mapping for Dimension Reduction in Engineering Design.

Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

On the Coordination of Multidisciplinary Design Optimization Using Expert Systems.

Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

2008

Genetic Programming Approaches for Solving Elliptic Partial Differential Equations.

IEEE Trans. Evolutionary Computation, 2008

Engineering Design via Surrogate Modelling - A Practical Guide.

Wiley, ISBN: 978-0-470-06068-1, 2008

2007

Combining Global and Local Surrogate Models to Accelerate Evolutionary Optimization.

IEEE Trans. Systems, Man, and Cybernetics, Part C, 2007

2006

Constructing a speculative kernel machine for pattern classification.

Neural Networks, 2006

2005

On the Design of Optimization Strategies Based on Global Response Surface Approximation Models.

J. Global Optimization, 2005

Implementation and utilisation of a Grid-enabled problem solving environment in Matlab.

Future Generation Comp. Syst., 2005

2004

Meta-Lamarckian learning in memetic algorithms.

IEEE Trans. Evolutionary Computation, 2004

A Derivative Based Surrogate Model for Approximating and Optimizing the Output of an Expensive Computer Simulation.

J. Global Optimization, 2004

Numerical Optimisation as Grid Services for Engineering Design.

J. Grid Comput., 2004

A service-oriented approach for aerodynamic shape optimisation across institutional boundaries.

Proceedings of the 8th International Conference on Control, 2004

Databases, Workflows and the Grid in a Service Oriented Environment.

Proceedings of the Euro-Par 2004 Parallel Processing, 2004

Developing Services for Design Optimisation on the Grid.

Proceedings of the 2004 IEEE International Conference on Services Computing (SCC 2004), 2004

2003

A Knowledge-Based Approach To Response Surface Modelling in Multifidelity Optimization.

J. Global Optimization, 2003

A Grid-Enabled Problem Solving Environment (PSE) for Design Optimisation within Matlab.

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Implementation of a Grid-Enabled Problem Solving Environment in Matlab.

Proceedings of the Computational Science - ICCS 2003, 2003

Two Dimensional Airfoil Optimisation Using CFD in a Grid Computing Environment.

Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2002

Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels.

Journal of Machine Learning Research, 2002

A Data Parallel Approach for Large-Scale Gaussian Process Modeling.

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Natural Language Processing for Expertise Modelling in E-mail Communication.

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

The Development of a Grid Based Engineering Design Problem Solving Environment.

Proceedings of the Computational Science - ICCS 2002, 2002

Grid Services in Action: Grid Enabled Optimisation and Design Search.

Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002

Engineering Knowledge for Engineering Grid Applications.

Proceedings of the Web and the Grid: from e-science to e-business. EuroWeb 2002 Conference, 2002

Component Based Problem Solving Environment.

Proceedings of the Euro-Par 2002, 2002

2001

Using Document Structures for Personal Ontologies and User Modeling.

Proceedings of the User Modeling 2001, 8th International Conference, 2001

The GRID: Computational and Data Resource Sharing in Engineering Optimisation and Design Search.

Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001

Some Greedy Algorithms for Sparse Nonlinear Regression.

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

1999

Using Self Organizing Maps and Genetic Algorithms for Model Selection in Multilevel Optimization.

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Metamodeling Techniques For Evolutionary Optimization of Computationally Expensive Problems: Promises and Limitations.

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1997

Pruning Backpropagation Neural Networks Using Modern Stochastic Optimisation Techniques.

Neural Computing and Applications, 1997

1996

Topology Design of Feedforward Neural Networks by Genetic Algorithms.

Proceedings of the Parallel Problem Solving from Nature, 1996