NDLI: Fast iterated local search algorithm with high order neighborhood for no-wait flowshop scheduling problem

Content Provider	IEEE Xplore Digital Library
Author	Chuyang Wang
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci. & Applic., Zhengzhou Inst. of Aeronaut. Ind. Manage., Zhengzhou, China (Chuyang Wang)
Abstract	Most of the metaheuristic algorithms for the no-wait flowshop scheduling problem with makespan criterion have adopted the $O(n^{2})$ size insertion neighborhoods, and higher order (polynomial size) neighborhoods are seldom tried. However, higher order neighborhoods can improve the solution quality of metaheuristic algorithms. The paper presents a high order neighborhood with $O(n^{4})$ size called nonadjacent job block exchange neighborhood and develops a fast search algorithms with $O(n^{2})$ time complexity for it. An iterated local search algorithm is further presented for the considered problem, where the new neighborhood along with the insertion neighborhood is used in variable neighborhood decent to provide a local search procedure for iterated local search. Experimental comparison shows that the higher order neighborhood based iterated local search algorithm is both fast and effective.
Starting Page	4460
Ending Page	4464
File Size	145624
Page Count	5
File Format	PDF
ISBN	9781479937073
e-ISBN	9781479937080
DOI	10.1109/CCDC.2014.6852966
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-05-31
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Job shop scheduling Operations research Processor scheduling Heuristic algorithms No-wait Flowshop Search problems Scheduling Makespan Iterated Local Search Neighborhood
Content Type	Text
Resource Type	Article

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