227 citations
- KU LeuvenBE24 papers
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7 papers · 1 filter
Exploring search space trees using an adapted version of Monte Carlo tree search for combinatorial optimization problems
Jorik Jooken, Pieter Leyman, Tony Wauters +1
In this article we propose a heuristic algorithm to explore search space trees associated with instances of combinatorial optimization problems. The algorithm is based on Monte Car…
On Entropy Regularized Path Integral Control for Trajectory Optimization
Tom Lefebvre, Guillaume Crevecoeur
In this article we present a generalised view on Path Integral Control (PIC) methods. PIC refers to a particular class of policy search methods that are closely tied to the setting…
Evolutionary-Based Sparse Regression for the Experimental Identification of Duffing Oscillator
Saeideh Khatiry Goharoodi, Kevin Dekemele, Mia Loccufier +2
In this paper, an evolutionary-based sparse regression algorithm is proposed and applied onto experimental data collected from a Duffing oscillator setup and numerical simulation d…
Software Test Automation Maturity -- A Survey of the State of the Practice
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer +3
The software industry has seen an increasing interest in test automation. In this paper, we present a test automation maturity survey serving as a self-assessment for practitioners…
Do Null-Type Mutation Operators Help Prevent Null-Type Faults?
Ali Parsai, Serge Demeyer
The null-type is a major source of faults in Java programs, and its overuse has a severe impact on software maintenance. Unfortunately traditional mutation testing operators do not…
Simulation of long-term time series of solar photovoltaic power: is the ERA5-land reanalysis the next big step?
Luis Ramirez Camargo, Johannes Schmidt
Modelling long time series of photovoltaic electricity generation in high temporal resolution using reanalysis data has become a commonly used alternative to assess the viability o…