Dual Probability Learning Based Local Search for the Task Assignment Problem

The task assignment problem (TAP) is concerned with assigning a set of tasks to a set of agents subject to the limited processing and memory capacities of each agent. The objective to be minimized is the total assignment cost and total communication cost. TAP is a relevant model for many practical a...

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Bibliographic Details
Published in:	IEEE transactions on automation science and engineering Vol. 19; no. 1; pp. 332 - 347
Main Authors:	Li, Zuocheng, Tang, Lixin, Hao, Jin-Kao
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Institute of Electrical and Electronics Engineers
Subjects:	Algorithms Assignment problem Computer Science Corporate learning Heuristic methods Industrial applications Integer programming Learning based search Machine learning Mixed integer neighborhood search Operations research Optimization Probability distribution Production planning Search algorithms Search problems Silicon steels Slabs Steel Steel making Task analysis task assignment
ISSN:	1545-5955, 1558-3783
Online Access:	Get full text
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