Sarah L. Thomson

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Stochastic Local Search

Fractal Dimension

Fitness Landscape

Top Venues

GECCO Companion

Publications

Jason Adair, Sarah L. Thomson, Alexander E. I. Brownlee
Explaining evolutionary feature selection via local optima networks. GECCO Companion (2024)
Hendrik Richter, Sarah L. Thomson
Information flow and Laplacian dynamics on local optima networks. CoRR (2024)
Sarah L. Thomson, Léni K. Le Goff, Emma Hart, Edgar Buchanan
Understanding fitness landscapes in morpho-evolution via local optima networks. CoRR (2024)
Sébastien Vérel, Sarah L. Thomson, Omar Rifki
Where the Really Hard Quadratic Assignment Problems Are: The QAP-SAT Instances. EvoStar (2024)
Sarah L. Thomson, Léni K. Le Goff, Emma Hart, Edgar Buchanan
Understanding Fitness Landscapes in Morpho-Evolution via Local Optima Networks. GECCO (2024)
Niki van Stein, Sarah L. Thomson, Anna V. Kononova
A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories. CoRR (2024)
Cedric J. Rodriguez, Sarah L. Thomson, Tanja Alderliesten, Peter A. N. Bosman
Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation. CoRR (2024)
Sébastien Vérel, Sarah L. Thomson, Omar Rifki
Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances. CoRR (2024)
Ruben Horn, Sarah L. Thomson, Daan van den Berg, Pieter Adriaans
The Easiest Hard Problem: Now Even Easier. GECCO Companion (2024)
Alexander E. I. Brownlee, Sarah L. Thomson, Rachael Oladapo
A Bi-Level Approach to Vehicle Fleet Reduction: Successful Case Study in Community Healthcare. GECCO Companion (2024)
Cedric J. Rodriguez, Sarah L. Thomson, Tanja Alderliesten, Peter A. N. Bosman
Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation. GECCO (2024)
Hendrik Richter, Sarah L. Thomson
Information Flow and Laplacian Dynamics on Local Optima Networks. CEC (2024)
Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak
Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO (2023)
Sarah L. Thomson, Nadarajen Veerapen, Gabriela Ochoa, Daan van den Berg
Randomness in Local Optima Network Sampling. GECCO Companion (2023)
Sarah L. Thomson, Jason Adair, Alexander E. I. Brownlee, Daan van den Berg
From Fitness Landscapes to Explainable AI and Back. GECCO Companion (2023)
Kristian Verduin, Sarah L. Thomson, Daan van den Berg
Too Constrained for Genetic Algorithms too Hard for Evolutionary Computing the Traveling Tournament Problem. IJCCI (2023)
Sarah L. Thomson, Niki van Stein, Daan van den Berg, Cees van Leeuwen
The Opaque Nature of Intelligence and the Pursuit of Explainable AI. IJCCI (2023)
Reitze Jansen, Ruben Horn, Okke van Eck, Kristian Verduin, Sarah L. Thomson, Daan van den Berg
Can HP-protein Folding Be Solved with Genetic Algorithms? Maybe not. IJCCI (2023)
Joeri Sleegers, Sarah L. Thomson, Daan van den Berg
Universally Hard Hamiltonian Cycle Problem Instances. IJCCI (2022)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) (2022)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. 21 (2) (2022)
Sarah L. Thomson, Gabriela Ochoa
On funnel depths and acceptance criteria in stochastic local search. GECCO (2022)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen
Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. 28 (4) (2020)
Sarah L. Thomson, Gabriela Ochoa
The Local Optima Level in Chemotherapy Schedule Optimisation. EvoCOP (2020)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP (2019)
Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
Multifractality and dimensional determinism in local optima networks. GECCO (2018)
Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy
On the Fractal Nature of Local Optima Networks. EvoCOP (2018)
Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa
Comparing communities of optima with funnels in combinatorial fitness landscapes. GECCO (2017)
Sarah L. Thomson, Gabriela Ochoa, Fabio Daolio, Nadarajen Veerapen
The effect of landscape funnels in QAPLIB instances. GECCO (Companion) (2017)
Ege de Bruin, Sarah L. Thomson, Daan van den Berg
Frequency Fitness Assignment on JSSP: A Critical Review. EvoApplications@EvoStar (2013)