Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks

Abstract Evolutionary optimization aims to tune the hyper-parameters during learning in a computationally fast manner. For optimization of multi-task problems, evolution is done by creating a unified search space with a dimensionality that can include all the tasks. Multi-task evoluti...

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Bibliographic Details
Main Authors: Chaturvedi, Iti, Su, Chit L, Welsch, Roy E
Format: Article
Language:English
Published: Springer US 2021
Online Access:https://hdl.handle.net/1721.1/131981