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Author

Aneta Neumann

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Open access Aug 2026

Insights from Multi-tasking the EAX Algorithm for the Travelling Salesperson Problem

This paper investigates integrating evolutionary multitasking with Edge Assembly Crossover (MT-EAX) to solve the classical Travelling Salesperson Problem and demonstrates that the advantage of MT-EAX derives from increased diversity through parallel search in early generations, which can be successfully preserved using...

L. Wigney, Aneta Neumann, Y. Ong et al. · 0 citations
Review Open access Jul 2026

Leveraging social media footprints for predicting college student anxiety: a machine learning approach.

BACKGROUND Anxiety is one of the most prevalent mental health concerns among college students worldwide, yet traditional assessment methods relying on self-report questionnaires are time-consuming, susceptible to response bias, and difficult to scale. Social media platforms, which students use extensively, generate ric...

Chenyan Dong, Aneta Neumann, Yingping Sun et al. · 0 citations
Book Open access Jul 2026

Hot off the Press: Runtime Analysis of Evolutionary Diversity Optimization on the Multi-objective (LeadingOnes, TrailingZeros) Problem

EDO is analyzed on a three-objective function LOTZk, which is a modification of the two-objective benchmark function (LeadingOnes, TrailingZeros), and it is proved that the GSEMO computes a set of all Pareto-optimal solutions in O(kn3) expected iterations.

D. Antipov, Aneta Neumann, Frank Neumann et al. · 0 citations

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