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2021 | OriginalPaper | Chapter

Solving Unequal Area Facility Layout Problems with Flexible Bay Structure by Simulated Annealing Algorithm

Authors : Irappa Basappa Hunagund, V. Madhusudanan Pillai, U. N. Kempaiah

Published in: Advances in Production and Industrial Engineering

Publisher: Springer Singapore

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Abstract

This article proposes an application of Simulated Annealing algorithm for Flexible Bay Structure (SA-FBS) based Unequal Area Facility Layout Problems (UA-FLPs). Initially, MILP model of UA-FLPs with FBS is solved using LINGO software, due to complexity of the model, LINGO solver is not giving the optimal solution in a reasonable time. Then, the proposed SA-FBS is developed and applied to test the UA-FLPs reported in the literature. SA-FBS method has either given the same or better solution as compared to the solution reported in the literature. The proposed SA-FBS computational timings are competitive as compared to other meta-heuristics timings reported in the literature.

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Literature
1.
go back to reference Konak A, Kulturel-Konak S, Norman BA, Smith AE (2006) A new mixed integer programming formulation for facility layout design using flexible bays. Opers Res Letrsss 34:660–672MathSciNetCrossRef Konak A, Kulturel-Konak S, Norman BA, Smith AE (2006) A new mixed integer programming formulation for facility layout design using flexible bays. Opers Res Letrsss 34:660–672MathSciNetCrossRef
2.
go back to reference Koopmans TC, Beckmann M (1957) Assignment problems and the location of economic activities. Econometrica 25(1):53–76MathSciNetCrossRef Koopmans TC, Beckmann M (1957) Assignment problems and the location of economic activities. Econometrica 25(1):53–76MathSciNetCrossRef
3.
go back to reference Yaman A, Gethin DT, Clarke MJ (1993) An effective sorting method for facility layout construction. Int J Prod Res 31(2):413–427CrossRef Yaman A, Gethin DT, Clarke MJ (1993) An effective sorting method for facility layout construction. Int J Prod Res 31(2):413–427CrossRef
4.
go back to reference Baykasoglu A, Gindy N (2001) A simulated annealing algorithm for dynamic layout problem. Comp and Opers Res 28(14):1403–1426MathSciNetCrossRef Baykasoglu A, Gindy N (2001) A simulated annealing algorithm for dynamic layout problem. Comp and Opers Res 28(14):1403–1426MathSciNetCrossRef
5.
go back to reference McKendall AR Jr, Shang J, Kuppusamy S (2006) Simulated annealing heuristics for the dynamic facility layout problem. Comp and Opers Res 33:2431–2444MathSciNetCrossRef McKendall AR Jr, Shang J, Kuppusamy S (2006) Simulated annealing heuristics for the dynamic facility layout problem. Comp and Opers Res 33:2431–2444MathSciNetCrossRef
6.
go back to reference Pillai VM, Hunagund IB, Krishnan KK (2011) Design of robust layout for Dynamic Plant Layout Problems. Comp & Ind Engg 61:813–823CrossRef Pillai VM, Hunagund IB, Krishnan KK (2011) Design of robust layout for Dynamic Plant Layout Problems. Comp & Ind Engg 61:813–823CrossRef
7.
go back to reference Armour GC, Buffa ES (1963) A heuristic algorithm and simulation approach to relative location of facilities. Mgm Sci 9:294–309CrossRef Armour GC, Buffa ES (1963) A heuristic algorithm and simulation approach to relative location of facilities. Mgm Sci 9:294–309CrossRef
8.
go back to reference Islier AA (1998) A genetic algorithm approach for multiple criteria facility layout design. Int J Prod Res 36(6):1549–1569CrossRef Islier AA (1998) A genetic algorithm approach for multiple criteria facility layout design. Int J Prod Res 36(6):1549–1569CrossRef
9.
go back to reference Meei-Yuh K, Michael HH, Ming-Jaan W (2011) Simulated annealing based parallel genetic algorithm for facility layout problem. Int J Prod Res 49(6):1801–1812CrossRef Meei-Yuh K, Michael HH, Ming-Jaan W (2011) Simulated annealing based parallel genetic algorithm for facility layout problem. Int J Prod Res 49(6):1801–1812CrossRef
10.
go back to reference Lacksonen TA (1997) Pre-processing for static and dynamic facility layout problems. Int J Prod Res 35(4):1095–1106CrossRef Lacksonen TA (1997) Pre-processing for static and dynamic facility layout problems. Int J Prod Res 35(4):1095–1106CrossRef
11.
12.
go back to reference Castillo I, Westerlund J, Emet S, Westerlund T (2005) Optimisation of block layout problems with unequal areas: A comparison of MILP and MINLP optimization methods. Comp and Chem Engg 30:54–69CrossRef Castillo I, Westerlund J, Emet S, Westerlund T (2005) Optimisation of block layout problems with unequal areas: A comparison of MILP and MINLP optimization methods. Comp and Chem Engg 30:54–69CrossRef
13.
go back to reference Liu Q, Meller RD (2007) A sequence-pair representation and MIP-model-based heuristic for the facility layout problem with rectangular departments. IIE Trans 39:377–394CrossRef Liu Q, Meller RD (2007) A sequence-pair representation and MIP-model-based heuristic for the facility layout problem with rectangular departments. IIE Trans 39:377–394CrossRef
14.
go back to reference Scholz D, Petrick A, Domschke W (2009) STaTS: a slicing tree and tabu search based heuristic for the unequal area facility layout problem. Euro J Oper Res 197:166–178MathSciNetCrossRef Scholz D, Petrick A, Domschke W (2009) STaTS: a slicing tree and tabu search based heuristic for the unequal area facility layout problem. Euro J Oper Res 197:166–178MathSciNetCrossRef
15.
go back to reference Wong KKY (2010) Applying ant system for solving unequal area facility layout problems. Euro J Oper Res 202:730–746 Wong KKY (2010) Applying ant system for solving unequal area facility layout problems. Euro J Oper Res 202:730–746
16.
go back to reference Tate DM, Smith AE (1995) Unequal-area facility layout by genetic search. lIE Trans 27:465–472 Tate DM, Smith AE (1995) Unequal-area facility layout by genetic search. lIE Trans 27:465–472
17.
go back to reference Wong KKY (2010) Solving facility layout problems with flexible bay representation and ant system algorithm. Exp Sys Appls 38:5523–5527 Wong KKY (2010) Solving facility layout problems with flexible bay representation and ant system algorithm. Exp Sys Appls 38:5523–5527
18.
go back to reference Kulturel-Konak S, Konak A (2011) A new relaxed flexible bay structure representation and particle swarm optimization for the unequal area facility layout problem. Engg Opt 43(12):1263–1287MathSciNetCrossRef Kulturel-Konak S, Konak A (2011) A new relaxed flexible bay structure representation and particle swarm optimization for the unequal area facility layout problem. Engg Opt 43(12):1263–1287MathSciNetCrossRef
19.
go back to reference Ulutas H, Kulturel-Konak S (2012) An artificial immune system based algorithm to solve unequal area facility layout problem. Exp Sys Appls 39:5384–5395CrossRef Ulutas H, Kulturel-Konak S (2012) An artificial immune system based algorithm to solve unequal area facility layout problem. Exp Sys Appls 39:5384–5395CrossRef
20.
go back to reference Hunagund IB, Pillai VM, Kempaiah UN (2018) A simulated annealing algorithm for unequal area dynamic facility layout problems with flexible bay structure. Int J Ind Engg Comput 9:307–330 Hunagund IB, Pillai VM, Kempaiah UN (2018) A simulated annealing algorithm for unequal area dynamic facility layout problems with flexible bay structure. Int J Ind Engg Comput 9:307–330
21.
go back to reference Kulturel-Konak S, Konak A (2010) Unequal area flexible bay facility layout using ant colony optimisation. Int J Prod Res 39(7):1877–1902CrossRef Kulturel-Konak S, Konak A (2010) Unequal area flexible bay facility layout using ant colony optimisation. Int J Prod Res 39(7):1877–1902CrossRef
22.
go back to reference Gau KY, Meller RD (1999) An iterative facility layout algorithm. Int J Prod Res 37(16):3739–3758CrossRef Gau KY, Meller RD (1999) An iterative facility layout algorithm. Int J Prod Res 37(16):3739–3758CrossRef
24.
go back to reference Tam KY (1992) A simulated annealing algorithm for allocating space to manufacturing cells. Int J Prod Res 30(1):63–87CrossRef Tam KY (1992) A simulated annealing algorithm for allocating space to manufacturing cells. Int J Prod Res 30(1):63–87CrossRef
25.
go back to reference Kulturel-Konak S, Konak A (2015) A large-scale hybrid simulated annealing algorithm for cyclic facility layout problem. Engg Opt 47(7):963–978MathSciNetCrossRef Kulturel-Konak S, Konak A (2015) A large-scale hybrid simulated annealing algorithm for cyclic facility layout problem. Engg Opt 47(7):963–978MathSciNetCrossRef
26.
go back to reference Ripon KSN, Glette K, Khan KN, Hovin M, Torresen J (2013) Adaptive variable neighbourhood search for solving multi-objective facility layout problems with unequal area facilities. Swarm and Evolu Compu 8:1–12CrossRef Ripon KSN, Glette K, Khan KN, Hovin M, Torresen J (2013) Adaptive variable neighbourhood search for solving multi-objective facility layout problems with unequal area facilities. Swarm and Evolu Compu 8:1–12CrossRef
27.
go back to reference Van Camp DJ, Carter MW, Vanelli A (1992) A nonlinear optimization approach for solving facility layout problems. Euro J Oper Res 57(2):174–189CrossRef Van Camp DJ, Carter MW, Vanelli A (1992) A nonlinear optimization approach for solving facility layout problems. Euro J Oper Res 57(2):174–189CrossRef
28.
go back to reference Meller RD (1992) Layout algorithms for single and multiple floor facilities. Dissert. (PhD). University of Michigan Meller RD (1992) Layout algorithms for single and multiple floor facilities. Dissert. (PhD). University of Michigan
30.
go back to reference Nugent CE, Vollman TE, Ruml J (1968) An experimental comparison of techniques for the assignment of facilities to locations. Oper Res 16(1):150–173CrossRef Nugent CE, Vollman TE, Ruml J (1968) An experimental comparison of techniques for the assignment of facilities to locations. Oper Res 16(1):150–173CrossRef
31.
go back to reference Chan WM, Chan CY, Ip WH (2002) A heuristic algorithm for machine assignment in cellular layout. Comp & Ind Engg 44:49–73CrossRef Chan WM, Chan CY, Ip WH (2002) A heuristic algorithm for machine assignment in cellular layout. Comp & Ind Engg 44:49–73CrossRef
32.
go back to reference Tang C, Abdel-Malek LL (1996) A framework for hierarchical interactive generation of cellular layout. Int J Prod Res 34(8):2133–2162CrossRef Tang C, Abdel-Malek LL (1996) A framework for hierarchical interactive generation of cellular layout. Int J Prod Res 34(8):2133–2162CrossRef
33.
go back to reference Enea M, Galante G, Panascia E (2005) The facility layout problem approached using a fuzzy model and genetic search. J Intell Manuf 16(2):303–316CrossRef Enea M, Galante G, Panascia E (2005) The facility layout problem approached using a fuzzy model and genetic search. J Intell Manuf 16(2):303–316CrossRef
Metadata
Title
Solving Unequal Area Facility Layout Problems with Flexible Bay Structure by Simulated Annealing Algorithm
Authors
Irappa Basappa Hunagund
V. Madhusudanan Pillai
U. N. Kempaiah
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-5519-0_7

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