Multivehicle Task Assignment Based on Collaborative Neurodynamic Optimization With Discrete Hopfield Networks

This article presents a collaborative neurodynamic optimization (CNO) approach to multivehicle task assignments (TAs). The original combinatorial quadratic optimization problem for TA is reformulated as a quadratic unconstrained binary optimization (QUBO) problem with a quadratic utility function an...

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Bibliographic Details

Published in:	IEEE transaction on neural networks and learning systems Vol. 32; no. 12; pp. 5274 - 5286
Main Authors:	Wang, Jiasen, Wang, Jun, Han, Qing-Long
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Biological neural networks Collaboration Collaborative neurodynamic optimization (CNO) Combinatorial analysis discrete Hopfield network (DHN) Hopfield neural networks Neurodynamics Optimization Penalty function Task analysis task assignment (TA)
ISSN:	2162-237X, 2162-2388, 2162-2388
Online Access:	Get full text
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