Thomas Philip Runarsson

54 papers A 5B 6C 1Journal 15Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel transformation to improve the robustness of value-based surrogate models. Swarm Evol. Comput. Ali Ahrari, Thomas Philip Runarsson, Dries Verstraete
2025	—	`conf`	Interactive Evolutionary Reoptimization for Groundfish Survey Planning. EMO (1) Thomas Philip Runarsson
2024	B	`conf`	Evolving Submodels for Column Generation in Cutting and Packing for Glulam Production. CEC Helga Ingimundardottir, Thomas Philip Runarsson
2022	—	`conf`	Active model learning for the student nurse allocation problem. SSCI Tómas Ingi Hrólfsson, Rúnar Unnsteinsson, Thomas Philip Runarsson
2022	J	`jnl`	Ensemble learning using individual neonatal data for seizure detection. CoRR Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson, Saeed M. Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo, Thomas Philip Runarsson
2019	—	`conf`	Approximating Probabilistic Constraints for Surgery Scheduling Using Neural Networks. LOD Thomas Philip Runarsson
2019	—	`conf`	Learning Probabilistic Constraints for Surgery Scheduling Using a Support Vector Machine. LION Thomas Philip Runarsson
2019	B	`conf`	Towards an evolutionary guided exact solution to elective surgery scheduling under uncertainty and ward restrictions. CEC Thomas Philip Runarsson, Asgeir Orn Sigurpalsson
2018	J	`jnl`	Discovering dispatching rules from data using imitation learning: A case study for the job-shop problem. J. Sched. Helga Ingimundardottir, Thomas Philip Runarsson
2017	—	`conf`	Deep Preference Neural Network for Move Prediction in Board Games. CGW@IJCAI Thomas Philip Runarsson
2015	—	`conf`	An Evolutionary Approach to the Discovery of Hybrid Branching Rules for Mixed Integer Solvers. SSCI Kjartan Brjann Petursson, Thomas Philip Runarsson
2015	—	`conf`	Generating Training Data for Learning Linear Composite Dispatching Rules for Scheduling. LION Helga Ingimundardottir, Thomas Philip Runarsson
2015	—	`conf`	On imitating Connect-4 game trajectories using an approximate n-tuple evaluation function. CIG Thomas Philip Runarsson, Simon M. Lucas
2014	—	`conf`	A competitive coevolution scheme inspired by DE. SDE Gudmundur Einarsson, Thomas Philip Runarsson, Gunnar Stefansson
2014	—	`conf`	Asynchronous Parallel (1+1)-CMA-ES for Constrained Global Optimisation. IJCCI (ECTA) Thomas Philip Runarsson
2014	—	`conf`	Evolutionary Learning of Linear Composite Dispatching Rules for Scheduling. IJCCI (Selected Papers) Helga Ingimundardottir, Thomas Philip Runarsson
2014	—	`conf`	Evolutionary Learning of Weighted Linear Composite Dispatching Rules for Scheduling. IJCCI (ECTA) Helga Ingimundardottir, Thomas Philip Runarsson
2014	J	`jnl`	Preference Learning for Move Prediction and Evaluation Function Approximation in Othello. IEEE Trans. Comput. Intell. AI Games Thomas Philip Runarsson, Simon M. Lucas
2013	J	`jnl`	Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. IEEE Trans. Evol. Comput. Spyridon Samothrakis, Simon M. Lucas, Thomas Philip Runarsson, David Robles
2012	J	`jnl`	An experimental study of exhaustive solutions for the Mastermind puzzle CoRR Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta, Thomas Philip Runarsson
2012	—	`conf`	Determining the Characteristic of Difficult Job Shop Scheduling Instances for a Heuristic Solution Method. LION Helga Ingimundardottir, Thomas Philip Runarsson
2012	—	`conf`	Imitating play from game trajectories: Temporal difference learning versus preference learning. CIG Thomas Philip Runarsson, Simon M. Lucas
2012	J	`jnl`	Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling CoRR Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling. LION Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	Test-retest reliability and feature selection in physiological time series classification. Comput. Methods Programs Biomed. Steinn Gudmundsson, Thomas Philip Runarsson, Sven Sigurdsson
2011	—	`conf`	Learning Heuristic Policies - A Reinforcement Learning Problem. LION Thomas Philip Runarsson
2011	C	`conf`	Sampling strategies in ordinal regression for surrogate assisted evolutionary optimization. ISDA Helga Ingimundardottir, Thomas Philip Runarsson
2011	—	`conf`	Supervised Learning Linear Priority Dispatch Rules for Job-Shop Scheduling. LION Helga Ingimundardottir, Thomas Philip Runarsson
2010	—	`conf`	Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms. NICSO Thomas Philip Runarsson, Juan Julián Merelo Guervós
2010	—	`conf`	Assessing efficiency of different evolutionary strategies playing MasterMind. CIG Juan Julián Merelo Guervós, Antonio Miguel Mora, Thomas Philip Runarsson, Carlos Cotta
2010	A	`conf`	Beating exhaustive search at its own game: revisiting evolutionary mastermind. GECCO Juan Julián Merelo Guervós, Antonio Miguel Mora, Thomas Philip Runarsson
2010	J	`jnl`	Detecting fraudulent whiplash claims by support vector machines. Biomed. Signal Process. Control. Steinn Gudmundsson, Gudny Lilja Oddsdottir, Thomas Philip Runarsson, Sven Sigurdsson, Eythor Kristjansson
2010	—	`conf`	Entropy-Driven Evolutionary Approaches to the Mastermind Problem. PPSN (2) Carlos Cotta, Juan Julián Merelo Guervós, Antonio Mora García, Thomas Philip Runarsson
2010	—	`conf`	Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms. EvoApplications (1) Juan Julián Merelo Guervós, Thomas Philip Runarsson
2009	J	`jnl`	Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms CoRR Thomas Philip Runarsson, Juan Julián Merelo Guervós
2008	B	`conf`	Support vector machines and dynamic time warping for time series. IJCNN Steinn Gudmundsson, Thomas Philip Runarsson, Sven Sigurdsson
2007	—	`conf`	Effect of look-ahead search depth in learning position evaluation functions for Othello using -greedy exploration. CIG Thomas Philip Runarsson, Egill Orn Jonsson
2006	B	`conf`	Approximate Evolution Strategy using Stochastic Ranking. IEEE Congress on Evolutionary Computation Thomas Philip Runarsson
2006	A	`conf`	Ordinal Regression in Evolutionary Computation. PPSN Thomas Philip Runarsson
2006	A	`ed.`	Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings PPSN Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan Julián Merelo Guervós, L. Darrell Whitley, Xin Yao
2006	—	`conf`	Temporal Difference Learning Versus Co-Evolution for Acquiring Othello Position Evaluation. CIG Simon M. Lucas, Thomas Philip Runarsson
2005	—	`conf`	Automatic Sleep Staging using Support Vector Machines with Posterior Probability Estimates. CIMCA/IAWTIC Steinn Gudmundsson, Thomas Philip Runarsson, Sven Sigurdsson
2005	J	`jnl`	Coevolution versus self-play temporal difference learning for acquiring position evaluation in small-board go. IEEE Trans. Evol. Comput. Thomas Philip Runarsson, Simon M. Lucas
2005	—	`conf`	On-line Detection of Patient Specific Neonatal Seizures using Support Vector Machines and Half-Wave Attribute Histograms. CIMCA/IAWTIC Thomas Philip Runarsson, Sven Sigurdsson
2005	J	`jnl`	Search biases in constrained evolutionary optimization. IEEE Trans. Syst. Man Cybern. Part C Thomas Philip Runarsson, Xin Yao
2004	A	`conf`	Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models. PPSN Thomas Philip Runarsson
2003	J	`jnl`	An Asynchronous Parallel Evolution Strategy. Int. J. Comput. Intell. Appl. Thomas Philip Runarsson
2003	B	`conf`	Evolutionary search and constraint violations. IEEE Congress on Evolutionary Computation Thomas Philip Runarsson, Xin Yao
2002	B	`conf`	Continuous selection and self-adaptive evolution strategies. IEEE Congress on Evolutionary Computation Thomas Philip Runarsson, Xin Yao
2002	A	`conf`	Reducing Random Fluctuations in Mutative Self-adaptation. PPSN Thomas Philip Runarsson
2000	J	`jnl`	Stochastic ranking for constrained evolutionary optimization. IEEE Trans. Evol. Comput. Thomas Philip Runarsson, Xin Yao
1999	J	`jnl`	Genetic production systems for intelligent problem solving. J. Intell. Manuf. Thomas Philip Runarsson, Magnus Thor Jonsson
1998	—	`conf`	Evolution of Gene Coordination Networks. SEAL Thomas Philip Runarsson, Magnus Thor Jonsson
1996	—	`conf`	Dynamic Dual Bin Packing Using Fuzzy Objectives. International Conference on Evolutionary Computation Thomas Philip Runarsson, Magnus Thor Jonsson, Pall Jensson