IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IEEE · US
Aims & Scope✦ Inferred from recent articles
This journal focuses on the application of evolutionary computation and related optimization techniques to solve complex problems. Recent articles explore methods for improving the efficiency and effectiveness of evolutionary algorithms, including GPU acceleration, integration with large language models, and knowledge transfer across tasks. The scope also encompasses the use of evolutionary computation for tasks such as symbolic regression, time series forecasting, and combinatorial optimization, often addressing challenges like nonstationarity, multi-objective optimization, and dynamic environments.
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