SDDObench: A Benchmark for Streaming Data-Driven Optimization with Concept Drift

Author:

Zhong Yuanting1ORCID,Wang Xincan1ORCID,Sun Yuhong1ORCID,Gong Yue-Jiao1ORCID

Affiliation:

1. South China University of Technology, Guangzhou, China

Funder

National Natural Science Foundation of China

Guangdong Natural Science Funds for Distinguished Young Scholars

Guangdong Regional Joint Funds for Basic and Applied Research

TCL Young Scholars Program

Publisher

ACM

Reference29 articles.

1. Concept Drift Detection in Data Stream Mining : A literature review

2. Memory enhanced evolutionary algorithms for changing optimization problems

3. Nonstationary Function Optimization using the Structured Genetic Algorithm;Dasgupta Dipankar;PPSN,1992

4. David E Goldberg and Robert E Smith. 1987. Nonstationary function optimization using genetic algorithms with dominance and diploidy. In Genetic algorithms and their applications: proceedings of the second International Conference on Genetic Algorithms: July 28-31, 1987 at the Massachusetts Institute of Technology, Cambridge, MA.

5. Automated team assembly in mobile games: a data-driven evolutionary approach using a deep learning surrogate;Gong Yue-Jiao;IEEE Transactions on Games,2022

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