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Lee A. Christie
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Multi-objective evolutionary design of antibiotic treatments
G Ochoa, LA Christie, AE Brownlee, A Hoyle
Artificial intelligence in medicine 102, 101759, 2020
162020
Towards explainable metaheuristics: PCA for trajectory mining in evolutionary algorithms
M Fyvie, JAW McCall, LA Christie
International Conference on Innovative Techniques and Applications of …, 2021
92021
Investigating benchmark correlations when comparing algorithms with parameter tuning
LA Christie, AEI Brownlee, JR Woodward
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
92018
Interpolated continuous optimisation problems with tunable landscape features
B Lacroix, LA Christie, JAW McCall
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
72017
Generating easy and hard problems using the proximate optimality principle
JAW McCall, LA Christie, AEI Brownlee
Proceedings of the companion publication of the 2015 annual conference on …, 2015
52015
Structural Coherence of Problem and Algorithm: An Analysis for EDAs on all 2-bit and 3-bit Problems
LC Alexander Brownlee, John McCall
IEEE Press, 2015
5*2015
The role of Walsh structure and ordinal linkage in the optimisation of pseudo-Boolean functions under monotonicity invariance.
LA Christie
42016
Explaining a staff rostering genetic algorithm using sensitivity analysis and trajectory analysis.
M Fyvie, J Mccall, L Christie, A Brownlee
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings
LA Christie, JAW McCall, DP Lonie
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
32014
Investigating benchmark correlations when comparing algorithms with parameter tuning (detailed experiments and results)
LA Christie, A Brownlee, JR Woodward
University of Stirling, 2018
22018
Optimising the introduction of connected and autonomous vehicles in a public transport system using macro-level mobility simulations and evolutionary algorithms
K Han, LA Christie, AC Zăvoianu, J McCall
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
12021
Partial structure learning by subset Walsh transform
LA Christie, DP Lonie, JAW McCall
2013 13th UK Workshop on Computational Intelligence (UKCI), 128-135, 2013
12013
Explaining a Staff Rostering Problem by Mining Trajectory Variance Structures
M Fyvie, JAW McCall, LA Christie, AC Zăvoianu, AEI Brownlee, R Ainslie
International Conference on Innovative Techniques and Applications of …, 2023
2023
Towards explainable metaheuristics: Feature extraction from trajectory mining
M Fyvie, JAW McCall, LA Christie, AEI Brownlee, M Singh
Expert Systems, e13494, 2023
2023
On Discovering Optimal Trade-Offs When Introducing New Routes in Existing Multi-modal Public Transport Systems
K Han, LA Christie, AC Zăvoianu, J McCall
International Conference on Computer Aided Systems Theory, 104-111, 2022
2022
Non-deterministic solvers and explainable AI through trajectory mining.
M Fyvie, JAW McCall, LA Christie
CEUR Workshop Proceedings, 2021
2021
Decentralized Combinatorial Optimization
LA Christie
International Conference on Parallel Problem Solving from Nature, 360-372, 2020
2020
Data for the paper" Investigating benchmark correlations when comparing algorithms with parameter tuning"
AEI Brownlee, L Christie, JR Woodward
University of Stirling. Faculty of Natural Sciences., 2018
2018
Generating easy and hard problems using the Proximate Optimality Principle. [Dataset]
LA Christie
Robert Gordon University, 2016
2016
Walsh families of all rank-invariant classes of 3-bit pseudo-Boolean functions. [Dataset]
LA Christie
2016
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Articles 1–20