Evolutionary ensemble learning
MI Heywood - Handbook of Evolutionary Machine Learning, 2023 - Springer
Abstract Evolutionary Ensemble Learning (EEL) provides a general approach for scaling
evolutionary learning algorithms to increasingly complex tasks. This is generally achieved …
evolutionary learning algorithms to increasingly complex tasks. This is generally achieved …
ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems
Human intelligence can simultaneously process many tasks with the ability to accumulate
and reuse knowledge. Recent advances in artificial intelligence, such as transfer, multitask …
and reuse knowledge. Recent advances in artificial intelligence, such as transfer, multitask …
Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions
A major goal of machine learning is to create techniques that abstract away irrelevant
information. The generalisation property of standard Learning Classifier Systems (LCSs) …
information. The generalisation property of standard Learning Classifier Systems (LCSs) …