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Two approaches for solving the buffer allocation problem in unreliable production lines
Authors:Leyla Demir  Semra Tunal?  Deniz Türsel Eliiyi  Arne Løkketangen
Affiliation:1. Pamukkale University, Department of Industrial Engineering, 20070 Denizli, Turkey;2. Izmir University of Economics, Department of Business Administration, Sakarya Cad. No: 156, Balcova-Izmir, Turkey;3. Izmir University of Economics, Department of Industrial Systems Engineering, Sakarya Cad. No: 156, Balcova-Izmir, Turkey;4. Department of Informatics, Molde College, Molde, Norway
Abstract:This paper presents an integrated approach to solve the buffer allocation problem in unreliable production lines so as to maximize the throughput rate of the line with minimum total buffer size. The proposed integrated approach has two control loops; the inner loop and the outer loop. While the inner loop control includes an adaptive tabu search algorithm proposed by Demir et al. 8], binary search and tabu search are proposed for the outer loop. These nested loops aim at minimizing the total buffer size to achieve the desired throughput level. To improve the efficiency of the proposed tabu search, alternative neighborhood generation mechanisms are developed. The performances of the proposed algorithms are evaluated by extensive computational experimentation, and the results are reported.
Keywords:Buffer allocation problem  Production lines  Tabu search  Combinatorial optimization
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