Q-learning whale optimization algorithm for test suite generation with constraints support

Q-learning whale optimization algorithm for test suite generation with constraints support

This paper introduces a new variant of a metaheuristic algorithm based on the whale optimization algorithm (WOA), the Q-learning algorithm and the Exponential Monte Carlo Acceptance Probability called (QWOA-EMC). Unlike WOA, QWOA-EMC permits just-in-time adaptive selection of its operators (i.e., be...

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Bibliographic Details
Main Authors: Hassan, Ali Abdullah, Salwani, Abdullah, Kamal Z., Zamli, Rozilawati, Razali
Format: Article
Language:English
English
Published: Springer 2023
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/41555/
http://umpir.ump.edu.my/id/eprint/41555/1/Q-learning%20whale%20optimization%20algorithm%20for%20test%20suite%20generation.pdf
http://umpir.ump.edu.my/id/eprint/41555/2/Q-learning%20whale%20optimization%20algorithm%20for%20test%20suite%20generation%20with%20constraints%20support.pdf

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