Grant Dick

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Evolutionary Algorithm

Symbolic Regression

Genetic Programming

Top Venues

GECCO Companion

Genet. Program. Evolvable Mach.

Australasian Conference on Artificial Intelligence

Publications

Grant Dick
An ensemble learning interpretation of geometric semantic genetic programming. Genet. Program. Evolvable Mach. 25 (1) (2024)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms. Evol. Comput. 32 (1) (2024)
Grant Dick, Caitlin A. Owen
Characterising the Double Descent of Symbolic Regression. GECCO Companion (2024)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Standardization and Data Augmentation in Genetic Programming. IEEE Trans. Evol. Comput. 26 (6) (2022)
Grant Dick
Genetic programming, standardisation, and stochastic gradient descent revisited: initial findings on SRBench. GECCO Companion (2022)
Grant Dick, Peter A. Whigham
Initialisation and grammar design in grammar-guided evolutionary computation. GECCO Companion (2022)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Towards Explainable AutoML Using Error Decomposition. AI (2022)
Grant Dick, Peter A. Whigham
Initialisation and Grammar Design in Grammar-Guided Evolutionary Computation. CoRR (2022)
Grant Dick, Caitlin A. Owen, Peter A. Whigham
Feature standardisation and coefficient optimisation for effective symbolic regression. GECCO (2020)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition. IEEE Trans. Evol. Comput. 24 (6) (2020)
Grant Dick, Caitlin A. Owen, Peter A. Whigham
Evolving bagging ensembles using a spatially-structured niching method. GECCO (2018)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Feature Standardisation in Symbolic Regression. Australasian Conference on Artificial Intelligence (2018)
Mansi Chugh, Peter A. Whigham, Grant Dick
Stability of Word Embeddings Using Word2Vec. Australasian Conference on Artificial Intelligence (2018)
Peter A. Whigham, Mansi Chugh, Grant Dick
Measuring Language Complexity Using Word Embeddings. Australasian Conference on Artificial Intelligence (2018)
Grant Dick
Interval Arithmetic and Interval-Aware Operators for Genetic Programming. CoRR (2017)
Peter A. Whigham, Grant Dick, James MacLaurin
On the mapping of genotype to phenotype in evolutionary algorithms. Genet. Program. Evolvable Mach. 18 (3) (2017)
Grant Dick
Revisiting interval arithmetic for regression problems in genetic programming. GECCO (Companion) (2017)
Peter A. Whigham, Grant Dick, James MacLaurin
Just because it works: a response to comments on "On the Mapping of Genotype to Phenotype in Evolutionary Algorithms". Genet. Program. Evolvable Mach. 18 (3) (2017)
Grant Dick
Sensitivity-like analysis for feature selection in genetic programming. GECCO (2017)
Peter A. Whigham, Grant Dick, James MacLaurin, Caitlin A. Owen
Examining the "Best of Both Worlds" of Grammatical Evolution. GECCO (2015)
Grant Dick, Aysha P. Rimoni, Peter A. Whigham
A Re-Examination of the Use of Genetic Programming on the Oral Bioavailability Problem. GECCO (2015)
Grant Dick
Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation. EuroGP (2015)
Grant Dick, Xin Yao
Model representation and cooperative coevolution for finite-state machine evolution. IEEE Congress on Evolutionary Computation (2014)
Grant Dick
Bloat and Generalisation in Symbolic Regression. SEAL (2014)
Grant Dick
An effective parse tree representation for tartarus. GECCO (2013)
Peter A. Whigham, Grant Dick, Alden H. Wright, Hamish G. Spencer
Structured Populations and the Maintenance of Sex. EvoBIO (2013)
Grant Dick, Peter A. Whigham
Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure. EuroGP (2013)
Grant Dick
A true finite-state baseline for tartarus. GECCO (2013)
Grant Dick
Niche allocation in spatially-structured evolutionary algorithms with gradients. IEEE Congress on Evolutionary Computation (2012)
Grant Dick, Peter A. Whigham
Weighted local sharing and local clearing for multimodal optimisation. Soft Comput. 15 (9) (2011)
Peter A. Whigham, Grant Dick
Implicitly Controlling Bloat in Genetic Programming. IEEE Trans. Evol. Comput. 14 (2) (2010)
Grant Dick
Automatic identification of the niche radius using spatially-structured clearing methods. IEEE Congress on Evolutionary Computation (2010)
Grant Dick
The utility of scale factor adaptation in differential evolution. IEEE Congress on Evolutionary Computation (2010)
Grant Dick, Peter A. Whigham
Spatially-Structured Sharing Technique for Multimodal Problems. J. Comput. Sci. Technol. 23 (1) (2008)
Peter A. Whigham, Grant Dick
Exploring the use of ancestry as a unified network model of finite population evolution. IEEE Congress on Evolutionary Computation (2008)
Grant Dick, Peter A. Whigham
A Weighted Local Sharing Technique for Multimodal Optimisation. SEAL (2008)
Peter A. Whigham, Grant Dick
Evolutionary dynamics for the spatial Moran process. Genet. Program. Evolvable Mach. 9 (2) (2008)
Grant Dick, Peter A. Whigham
Multimodal Optimisation with Structured Populations and Local Environments. SEAL (2006)
Peter A. Whigham, Grant Dick
Evolutionary Dynamics on Graphs: The Moran Process. SEAL (2006)
Grant Dick, Peter A. Whigham
Spatially-Structured Evolutionary Algorithms and Sharing: Do They Mix? SEAL (2006)
Grant Dick, Peter A. Whigham
The behaviour of genetic drift in a spatially-structured evolutionary algorithm. Congress on Evolutionary Computation (2005)
Daniel Jang, Peter A. Whigham, Grant Dick
On Evolving Fixed Pattern Strategies for Iterated Prisoner's Dilemma. ACSC (2004)
Grant Dick
The spatially-dispersed genetic algorithm: an explicit spatial population structure for GAs. IEEE Congress on Evolutionary Computation (2003)
Grant Dick
The Spatially-Dispersed Genetic Algorithm. GECCO (2003)
Melanie Middlemiss, Grant Dick
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach. HIS (2003)
Melanie Middlemiss, Grant Dick
Weighted feature extraction using a genetic algorithm for intrusion detection. IEEE Congress on Evolutionary Computation (2003)