Search Results - "Parameter tuning and algorithm configuration"
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Analysing hyper-heuristics based on Neural Networks for the automatic design of population-based metaheuristics in continuous optimisation problems
ISSN: 2210-6502Published: Elsevier B.V 01.08.2024Published in Swarm and evolutionary computation (01.08.2024)“…When dealing with optimisation problems, Metaheuristics (MHs) quickly come to our minds. A quick literature review reveals a vast universe of MHs. Although the…”
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Journal Article -
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Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications
Published: IEEE 30.06.2024Published in 2024 IEEE Congress on Evolutionary Computation (CEC) (30.06.2024)“…Heat sinks are a prevalent and direct solution for addressing the Microelectronic Thermal Management Problem (MTMP), which is critical in today's electronic…”
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Conference Proceeding -
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Analysing differences between algorithm configurations through ablation
ISSN: 1381-1231, 1572-9397Published: New York Springer US 01.08.2016Published in Journal of heuristics (01.08.2016)“…Developers of high-performance algorithms for hard computational problems increasingly take advantage of automated parameter tuning and algorithm configuration tools, and consequently often create…”
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Journal Article