Sampling strategies in ordinal regression for surrogate assisted evolutionary optimization. - Helga Ingimundardottir; Thomas Philip Runarsson (ISDA, 2011)

Supervised Learning Linear Priority Dispatch Rules for Job-Shop Scheduling. - Helga Ingimundardottir; Thomas Philip Runarsson (LION, 2011)

Determining the Characteristic of Difficult Job Shop Scheduling Instances for a Heuristic Solution Method. - Helga Ingimundardottir; Thomas Philip Runarsson (LION, 2012)

Evolutionary Learning of Weighted Linear Composite Dispatching Rules for Scheduling. - Helga Ingimundardottir; Thomas Philip Runarsson (IJCCI (ECTA), 2014)

Evolutionary Learning of Linear Composite Dispatching Rules for Scheduling. - Helga Ingimundardottir; Thomas Philip Runarsson (IJCCI (Selected Papers), 2014)

Generating Training Data for Learning Linear Composite Dispatching Rules for Scheduling. - Helga Ingimundardottir; Thomas Philip Runarsson (LION, 2015)

Discovering dispatching rules from data using imitation learning: A case study for the job-shop problem. - Helga Ingimundardottir; Thomas Philip Runarsson (J. Sched., 2018)

Evolving Submodels for Column Generation in Cutting and Packing for Glulam Production. - Helga Ingimundardottir; Thomas Philip Runarsson (CEC, 2024)