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A Recursive Decomposition Method for Large Scale Continuous Optimization

Sun, Yuan; Kirley, Michael; Halgamuge, Saman

Description

Cooperative co-evolution (CC) is an evolutionary computation framework that can be used to solve high-dimensional optimization problems via a “divide-and-conquer” mechanism. However, the main challenge when using this framework lies in problem decomposition. That is, deciding how to allocate decision variables to a particular subproblem, especially interacting decision variables. Existing decomposition methods are typically computationally expensive. In this paper, we propose a new...[Show more]

CollectionsANU Research Publications
Date published: 2018
Type: Journal article
URI: http://hdl.handle.net/1885/210110
Source: IEEE Transactions on Evolutionary Computation
DOI: 10.1109/TEVC.2017.2778089

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