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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Levente Czégé

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2 papers indexed here

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Conference Aug 2026

Surrogate Model of a Manufacturing System Using Random Forest Method

This paper investigates the development of a surrogate model for a simulation model of a manufacturing system made in Tecnomatix Plant Simulation. Discrete-event simulations have a need of significant computational resources, which limits the scope for analysis and optimization. As an alternative, the use of machine le...

Gábor Ruzicska, Levente Czégé, T. Mankovits · 0 citations
Open access Aug 2026

A Simulation-Based Optimization Framework of Stochastic Manufacturing Systems Using External Optimizer

A simulation-based optimization framework that implements discrete-event simulation with evolutionary search methods to optimize stochastic manufacturing systems efficiently is investigated, enabling more reliable parameter tuning with reduced computational effort and facilitating the implementation of digital twin tec...

Gábor Ruzicska, Levente Czégé · 0 citations

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