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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Bibliographic Details

Published in:	2022 IEEE Congress on Evolutionary Computation (CEC) pp. 1 - 8
Main Authors:	Jankovic, Anja, Vermetten, Diederick, Kostovska, Ana, de Nobel, Jacob, Eftimov, Tome, Doerr, Carola
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.07.2022
Subjects:	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 Access:	Get full text
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