Trajectory-based Algorithm Selection with Warm-starting

Landscape-aware algorithm selection approaches have so far mostly been relying on landscape feature extraction as a preprocessing step, independent of the execution of optimization algorithms in the portfolio. This introduces a significant overhead in computational cost for many practical applicatio...

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Veröffentlicht in:	2022 IEEE Congress on Evolutionary Computation (CEC) S. 1 - 8
Hauptverfasser:	Jankovic, Anja, Vermetten, Diederick, Kostovska, Ana, de Nobel, Jacob, Eftimov, Tome, Doerr, Carola
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 18.07.2022
Schlagworte:	black-box optimization Computational modeling dynamic algorithm selection evolutionary computation exploratory landscape analysis Feature extraction Heuristic algorithms Prediction algorithms Predictive models Search problems Switches
Online-Zugang:	Volltext
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