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. · Parallel Problem Solving fro... · 0 citations

Review Open access Jul 2026

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

Public social-media signals were associated with SAS anxiety scores in this consenting, active Weibo-user sample and supported cross-sectional score prediction within the study context, demonstrating the potential for integrating computational approaches with psychological assessment for research on anxiety-related beh...

Chenyan Dong, Aneta Neumann, Ying-Ping Sun et al. · BMC Psychology · 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. · GECCO Companion · 0 citations