Optimal buffer allocation for serial production lines using heuristic search algorithms: A comparative study
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Date
2019
Authors
L. Demir
Alexandros C. Diamantidis
D. T. Eliiyi
Michael E.J. O'Kelly
Semra Tunali
Journal Title
Journal ISSN
Volume Title
Publisher
Inderscience Publishers
Open Access Color
Green Open Access
Yes
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
The buffer allocation problem (BAP) is one of the major optimisation problems faced by production system designers. BAP is widely studied in the literature since buffers have a great impact on efficiency of production lines. This paper deals with buffer allocation problem and compares the performance of three heuristic search algorithms namely myopic algorithm (MA) degraded ceiling (DC) and adaptive tabu search (ATS) with respect to both throughput maximisation and also computational time. To generalise experimental findings the experiments have been conducted both for reliable and also unreliable serial production lines over various sizes of problem instances. It is hoped that the findings of this research study can serve as a guideline for the decision makers while designing and operating production lines. © 2020 Elsevier B.V. All rights reserved.
Description
Keywords
Bap, Buffer Allocation Problem, Degraded Ceiling, Myopic Algorithm, Production Lines, Tabu Search, Decision Making, Learning Algorithms, Reservation Systems, Tabu Search, Buffer Allocation, Heuristic Search Algorithms, Myopic Algorithm, Optimal Buffer Allocations, Optimisation Problems, Production Line, Serial Production Line, Throughput Maximisation, Heuristic Algorithms, Decision making, Learning algorithms, Reservation systems, Tabu search, Buffer allocation, Heuristic search algorithms, Myopic algorithm, Optimal buffer allocations, Optimisation problems, Production line, Serial production line, Throughput maximisation, Heuristic algorithms, BAP, Production Lines, Tabu Search, Buffer Allocation Problem, Myopic Algorithm, Degraded Ceiling, Buffer allocation problem, Buffer allocation, Heuristic search algorithms, Degraded ceiling, Production lines, Modular robots, Throughput maximisation, Myopic algorithm, Learning algorithms, BAP, Tabu search, 620, 004, Optimal buffer allocations, Production line, Serial production line, Reservation systems, Optimisation problems, Heuristic algorithms, Decision making
Fields of Science
0211 other engineering and technologies, 02 engineering and technology, 0202 electrical engineering, electronic engineering, information engineering
Citation
WoS Q
Scopus Q

OpenCitations Citation Count
7
Source
International Journal of Industrial and Systems Engineering
Volume
33
Issue
2
Start Page
252
End Page
270
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Citations
Scopus : 10
Captures
Mendeley Readers : 5
SCOPUS™ Citations
10
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