Lee A. Christie

21 papers A 2B 1Journal 4Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards Explainable Metaheuristics: Feature Mining of Search Trajectories through Principal Component Projection. ACM Trans. Evol. Learn. Optim. Martin Fyvie, John A. W. McCall, Lee A. Christie
2025	J	`jnl`	Towards explainable metaheuristics: Feature extraction from trajectory mining. Expert Syst. J. Knowl. Eng. Martin Fyvie, John A. W. McCall, Lee A. Christie, Alexander E. I. Brownlee, Manjinder Singh
2024	A	`conf`	Cost and Performance Comparison of Holistic Solution Approaches for Complex Supply Chains on a Novel Linked Problem Benchmark. GECCO Akinola Ogunsemi, John A. W. McCall, Alexandru-Ciprian Zavoianu, Lee A. Christie
2024	J	`jnl`	Exploring Representations for Optimizing Connected Autonomous Vehicle Routes in Multi-Modal Transport Networks Using Evolutionary Algorithms. IEEE Trans. Intell. Transp. Syst. Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John A. W. McCall
2024	—	`conf`	On the Multi-objective Optimization of Wind Farm Cable Layouts with Regard to Cost and Robustness. PPSN (4) Lee A. Christie, Atakan Sahin, Akinola Ogunsemi, Alexandru-Ciprian Zavoianu, John A. W. McCall
2024	—	`conf`	Optimising Public Transport Through the Integration of Micro and Macro-level Simulations. EUROCAST (1) Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John A. W. McCall
2023	—	`conf`	Explaining a Staff Rostering Genetic Algorithm using Sensitivity Analysis and Trajectory Analysis. GECCO Companion Martin Fyvie, John McCall, Lee A. Christie, Alexander E. I. Brownlee
2023	—	`conf`	Explaining a Staff Rostering Problem by Mining Trajectory Variance Structures. SGAI Conf. Martin Fyvie, John A. W. McCall, Lee A. Christie, Alexandru-Ciprian Zavoianu, Alexander E. I. Brownlee, Russell Ainslie
2022	—	`conf`	On Discovering Optimal Trade-Offs When Introducing New Routes in Existing Multi-modal Public Transport Systems. EUROCAST Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John McCall
2021	—	`conf`	Non-Deterministic Solvers and Explainable AI through Trajectory Mining. SICSA XAI Martin Fyvie, John A. W. McCall, Lee A. Christie
2021	—	`conf`	Optimising the introduction of connected and autonomous vehicles in a public transport system using macro-level mobility simulations and evolutionary algorithms. GECCO Companion Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John McCall
2021	—	`conf`	Towards Explainable Metaheuristics: PCA for Trajectory Mining in Evolutionary Algorithms. SGAI Conf. Martin Fyvie, John A. W. McCall, Lee A. Christie
2020	—	`conf`	Decentralized Combinatorial Optimization. PPSN (1) Lee A. Christie
2020	J	`jnl`	Multi-objective evolutionary design of antibiotic treatments. Artif. Intell. Medicine Gabriela Ochoa, Lee A. Christie, Alexander E. I. Brownlee, Andrew Hoyle
2018	—	`conf`	Investigating benchmark correlations when comparing algorithms with parameter tuning. GECCO (Companion) Lee A. Christie, Alexander E. I. Brownlee, John R. Woodward
2017	—	`conf`	Interpolated continuous optimisation problems with tunable landscape features. GECCO (Companion) Benjamin Lacroix, Lee A. Christie, John A. W. McCall
2016	—	`—`	The role of Walsh structure and ordinal linkage in the optimisation of pseudo-Boolean functions under monotonicity invariance. Lee A. Christie
2015	—	`conf`	Generating Easy and Hard Problems using the Proximate Optimality Principle. GECCO (Companion) John A. W. McCall, Lee A. Christie, Alexander E. I. Brownlee
2015	B	`conf`	Structural coherence of problem and algorithm: An analysis for EDAs on all 2-bit and 3-bit problems. CEC Alexander E. I. Brownlee, John A. W. McCall, Lee A. Christie
2014	A	`conf`	Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings. GECCO Lee A. Christie, John A. W. McCall, David P. Lonie
2013	—	`conf`	Partial structure learning by subset walsh transform. UKCI Lee A. Christie, David P. Lonie, John A. W. McCall