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Guest editorial special issue on collaborative learning and optimization based on swarm and evolutionary computation.

, , , and . Swarm Evol. Comput., (2019)

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Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization., , , , , , and . IEEE Trans. Evol. Comput., 23 (4): 541-555 (2019)An Evolutionary Forest for Regression., , and . IEEE Trans. Evol. Comput., 26 (4): 735-749 (2022)A particle swarm optimization algorithm for mixed-variable optimization problems., , and . Swarm Evol. Comput., (2021)A new learning-based adaptive multi-objective evolutionary algorithm., , , , and . Swarm Evol. Comput., (2019)Approximation Model Guided Selection for Evolutionary Multiobjective Optimization., , and . EMO, volume 7811 of Lecture Notes in Computer Science, page 398-412. Springer, (2013)NEAR: Normalized Network Embedding with Autoencoder for Top-K Item Recommendation., , and . PAKDD (3), volume 11441 of Lecture Notes in Computer Science, page 15-26. Springer, (2019)A Spectral Clustering-Based Multi-Source Mating Selection Strategy in Evolutionary Multi-Objective Optimization., , , , and . IEEE Access, (2019)A decomposition based multiobjective evolutionary algorithm with semi-supervised classification., , , , and . CEC, page 797-804. IEEE, (2017)An estimation of distribution algorithm based on nonparametric density estimation., , , and . IEEE Congress on Evolutionary Computation, page 1597-1604. IEEE, (2011)A Decomposition based estimation of distribution algorithm for multiobjective knapsack problems., , and . ICNC, page 803-807. IEEE, (2012)