Facility layout planning. An extended literature review

ABSTRACT Facility layout planning (FLP) involves a set of design problems related to the arrangement of the elements that shape industrial production systems in a physical space. The fact that they are considered one of the most important design decisions as part of business operation strategies, and their proven repercussion on production systems’ operation costs, efficiency and productivity, mean that this theme has been widely addressed in science. In this context, the present article offers a scientific literature review about FLP from the operations management perspective. The 232 reviewed articles were classified as a large taxonomy based on type of problem, approach and planning stage and characteristics of production facilities by configuring the material handling system and methods to generate and assess layout alternatives. We stress that the generation of layout alternatives was done mainly using mathematical optimisation models, specifically discrete quadratic programming models for similar sized departments, or continuous linear and non-linear mixed integer programming models for different sized departments. Other approaches followed to generate layout alternatives were expert’s knowledge and specialised software packages. Generally speaking, the most frequent solution algorithms were metaheuristics.

[1]  Abdullah Konak,et al.  A large-scale hybrid simulated annealing algorithm for cyclic facility layout problems , 2015 .

[2]  Jaber Abu Qudeiri,et al.  Layout design optimization of dynamic environment flexible manufacturing systems , 2015 .

[3]  S. Jiang,et al.  An AR-based hybrid approach for facility layout planning and evaluation for existing shop floors , 2014, The International Journal of Advanced Manufacturing Technology.

[4]  Surya Prakash Singh,et al.  Integrating big data analytic and hybrid firefly-chaotic simulated annealing approach for facility layout problem , 2018, Ann. Oper. Res..

[5]  Xinchao Zhao,et al.  A hybrid multiobjective GRASP for a multi-row facility layout problem with extra clearances , 2020, Int. J. Prod. Res..

[6]  Abdollah Hadi-Vencheh,et al.  An integrated synthetic value of fuzzy judgments and nonlinear programming methodology for ranking the facility layout patterns , 2012, Comput. Ind. Eng..

[7]  Hamed Samarghandi,et al.  A Particle Swarm Optimization for the Single Row Facility Layout Problem , 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

[8]  Hasan Hosseini-Nasab,et al.  A hybrid particle swarm optimisation for dynamic facility layout problem , 2013 .

[9]  Jian Guan,et al.  Hybridizing variable neighborhood search with ant colony optimization for solving the single row facility layout problem , 2016, Eur. J. Oper. Res..

[10]  Kourosh Eshghi,et al.  An efficient tabu algorithm for the single row facility layout problem , 2010, Eur. J. Oper. Res..

[11]  M. Zeinali,et al.  Tabu search heuristic for efficiency of dynamic facility layout problem , 2015 .

[12]  Russell D. Meller,et al.  The facility layout problem: Recent and emerging trends and perspectives , 1996 .

[13]  D. Ravindran,et al.  Multi-objective optimization in single-row layout design using a genetic algorithm , 2013 .

[14]  Yifei Zhao,et al.  Integrated Facility Layout Design and Flow Assignment Problem Under Uncertainty , 2014, INFORMS J. Comput..

[15]  Daniel Scholz,et al.  Extensions to STaTS for practical applications of the facility layout problem , 2010, Eur. J. Oper. Res..

[16]  Nair Maria Maia de Abreu,et al.  A survey for the quadratic assignment problem , 2007, Eur. J. Oper. Res..

[17]  M. L. Mittal,et al.  A non-greedy systematic neighbourhood search heuristic for solving facility layout problem , 2013 .

[18]  Udo Buscher,et al.  Single row layout models , 2015, Eur. J. Oper. Res..

[19]  Yu Xue,et al.  Combining Wang-Landau sampling algorithm and heuristics for solving the unequal-area dynamic facility layout problem , 2017, Eur. J. Oper. Res..

[20]  György Kovács,et al.  Combination of Lean value-oriented conception and facility layout design for even more significant efficiency improvement and cost reduction , 2020, Int. J. Prod. Res..

[21]  Komarudin,et al.  Applying Ant System for solving Unequal Area Facility Layout Problems , 2010, Eur. J. Oper. Res..

[22]  André R. S. Amaral A parallel ordering problem in facilities layout , 2013, Comput. Oper. Res..

[23]  Seyed Jafar Sadjadi,et al.  A robust approach to design a single facility layout plan in dynamic manufacturing environments using a permutation-based genetic algorithm , 2016 .

[24]  Emad Roghanian,et al.  Parallel variable neighborhood search for solving fuzzy multi-objective dynamic facility layout problem , 2013 .

[25]  Abdul-Rahim Ahmad,et al.  A HYBRID ALGORITHM FOR OPTIMISING FACILITY LAYOUT , 2015 .

[26]  Bruno Agard,et al.  Integrating occupational health and safety in facility layout planning, part I: methodology , 2015 .

[27]  A. Konak,et al.  Linear Programming Based Genetic Algorithm for the Unequal Area Facility Layout Problem , 2013 .

[28]  Ligang Liu,et al.  MIQP‐based Layout Design for Building Interiors , 2018, Comput. Graph. Forum.

[29]  Parham Azimi,et al.  An Efficient Hybrid Algorithm for Dynamic Facility Layout Problem using Simulation Technique and PSO , 2018 .

[30]  M Dorigo,et al.  Ant colonies for the quadratic assignment problem , 1999, J. Oper. Res. Soc..

[31]  Zhenyuan Jia,et al.  DESIGN AND IMPLEMENTATION OF LEAN FACILITY LAYOUT SYSTEM OF A PRODUCTION LINE , 2011 .

[32]  Muhammad Aslam,et al.  Choosing the best facility layout using the combinatorial method of Gray relation analysis and nonlinear programming , 2019, Journal of Statistics and Management Systems.

[33]  Giuseppe Vincenzo Marannano,et al.  Firefly algorithm based upon slicing structure encoding for unequal facility layout problem , 2019, International Journal of Industrial Engineering Computations.

[34]  Surya Prakash Singh,et al.  A similarity score-based two-phase heuristic approach to solve the dynamic cellular facility layout for manufacturing systems , 2017 .

[35]  Ali Kaveh,et al.  Charged system search adopted for solution of traveling salesman problem: An application to single-row facility layout problem , 2014 .

[36]  Sancho Salcedo-Sanz,et al.  Applying the coral reefs optimization algorithm for solving unequal area facility layout problems , 2019, Expert Syst. Appl..

[37]  Yoon Ho Seo,et al.  A two-step heuristic algorithm for layout design of unequal-sized facilities with input/output points , 2013 .

[38]  Hector A. Vergara,et al.  Facility planning for large equine facilities in urban and rural settings , 2016, Comput. Electron. Agric..

[39]  Gary Yu-Hsin Chen,et al.  Dynamic Facility Layout with Multi-Objectives , 2014, Asia Pac. J. Oper. Res..

[40]  S. G. Ponnambalam,et al.  MIP model and elitist strategy hybrid GA–SA algorithm for layout design , 2018, J. Intell. Manuf..

[41]  Xin Wang,et al.  A simulation-based approach for plant layout design and production planning , 2019, J. Ambient Intell. Humaniz. Comput..

[42]  Vivek Kumar Singh,et al.  Three-level AHP-based heuristic approach for a multi-objective facility layout problem , 2011 .

[43]  Abdullah Konak,et al.  Unequal area flexible bay facility layout using ant colony optimisation , 2011 .

[44]  Yoon Ho Seo A CONCURRENT APPROACH FOR THE FACILITY LAYOUT AND AMHS DESIGN IN SEMICONDUCTOR MANUFACTURING , 2014 .

[45]  Iraj Mahdavi,et al.  A genetic algorithm for solving a multi-floor layout design model of a cellular manufacturing system with alternative process routings and flexible configuration , 2013 .

[46]  Xiao-Jun Zheng A connectivity graph generation approach for Manhattan path calculation in detailed facility layout , 2014, Appl. Math. Comput..

[47]  Chao Ou-Yang,et al.  Hybrid Estimation of Distribution Algorithm for solving Single Row Facility Layout Problem , 2013, Comput. Ind. Eng..

[48]  Mei-Shiang Chang,et al.  A Slicing Tree Representation and QCP-Model-Based Heuristic Algorithm for the Unequal-Area Block Facility Layout Problem , 2013 .

[49]  J. Mora-Vargas,et al.  A genetic algorithm for optimal unequal-area block layout design , 2011 .

[50]  Peter E.D. Love,et al.  An exact penalty function method for optimising QAP formulation in facility layout problem , 2017, Int. J. Prod. Res..

[51]  Dongil Shin,et al.  Optimal multi-floor plant layout with consideration of safety distance based on mathematical programming and modified consequence analysis , 2011 .

[52]  Kyrre Glette,et al.  Adaptive variable neighborhood search for solving multi-objective facility layout problems with unequal area facilities , 2013, Swarm Evol. Comput..

[53]  Mario Enea,et al.  Facility layout problem: Bibliometric and benchmarking analysis , 2019, International Journal of Industrial Engineering Computations.

[54]  Ravi Kothari,et al.  Insertion based Lin-Kernighan heuristic for single row facility layout , 2013, Comput. Oper. Res..

[55]  Mohammad Mahdi Paydar,et al.  A Simulated Annealing for Intra-Cell Layout Design of Dynamic Cellular manufacturing Systems with Route Selection, purchasing Machines and Cell Reconfiguration , 2013, Asia Pac. J. Oper. Res..

[56]  Min-Yuan Cheng,et al.  A hybrid AI-based particle bee algorithm for facility layout optimization , 2011, Engineering with Computers.

[57]  Uday Venkatadri,et al.  A framework for multi-objective facility layout design , 2015, Comput. Ind. Eng..

[58]  Alice E. Smith,et al.  Double-row facility layout with replicate machines and split flows , 2019, Comput. Oper. Res..

[59]  Mostafa Abedzadeh,et al.  Dynamic facility layout problem based on flexible bay structure and solving by genetic algorithm , 2013 .

[60]  José Rui Figueira,et al.  Single row facility layout problem using a permutation-based genetic algorithm , 2011, Eur. J. Oper. Res..

[61]  Vahid Majazi Dalfard,et al.  A new intelligent algorithm for dynamic facility layout problem in state of fuzzy constraints , 2013, Neural Computing and Applications.

[62]  Ali Azadeh,et al.  Simulation Optimization of Facility Layout Design Problem with , 2014 .

[63]  Kun He,et al.  Multi-objective particle swarm optimization algorithm based on objective space division for the unequal-area facility layout problem , 2018, Expert Syst. Appl..

[64]  Angelo Oreste Andrisano,et al.  A review on artificial intelligence applications to the optimal design of dedicated and reconfigurable manufacturing systems , 2014, The International Journal of Advanced Manufacturing Technology.

[65]  Tian Zeng,et al.  An Improved Genetic Algorithm Based Robust Approach for Stochastic Dynamic Facility Layout Problem , 2018 .

[66]  AlissA l. McDowell,et al.  Selecting a pharmacy layout design using a weighted scoring system. , 2012, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[67]  Stein W. Wallace,et al.  Appraising redundancy in facility layout , 2016 .

[68]  Shahin Gelareh,et al.  A Survey of Meta-Heuristic Solution Methods for the Quadratic Assignment Problem , 2007 .

[69]  Sadan Kulturel-Konak,et al.  A linear programming embedded probabilistic tabu search for the unequal-area facility layout problem with flexible bays , 2012, Eur. J. Oper. Res..

[70]  Gang Li,et al.  A New Comparison Principle for Impulsive Functional Differential Equations , 2015 .

[71]  Hsin-Yun Lee Integrating Simulation and Ant Colony Optimization to Improve the Service Facility Layout in a Station , 2012 .

[72]  Eranda Çela,et al.  The quadratic assignment problem : theory and algorithms , 1999 .

[73]  André R. S. Amaral,et al.  A GRASP algorithm for solving large-scale single row facility layout problems , 2019, Comput. Oper. Res..

[74]  Peng Guo,et al.  Mixed Integer Programming Formulations for Single Row Facility Layout Problems with Asymmetric Material Flow and Corridor Width , 2019 .

[75]  Bambang Suhardi,et al.  Facility layout improvement in sewing department with Systematic Layout planning and ergonomics approach , 2019, Cogent Engineering.

[76]  Gary Yu-Hsin Chen A new data structure of solution representation in hybrid ant colony optimization for large dynamic facility layout problems , 2013 .

[77]  Krishna K. Krishnan,et al.  A simulation-based approach for risk assessment of facility layout designs under stochastic product demands , 2010 .

[78]  D. Ravindran,et al.  A simple heuristic for linear sequencing of machines in layout design , 2011 .

[79]  Abdullah Konak,et al.  A β-accurate linearization method of Euclidean distance for the facility layout problem with heterogeneous distance metrics , 2018, Eur. J. Oper. Res..

[80]  Chen Chen,et al.  Optimal facility layout planning for AGV-based modular prefabricated manufacturing system , 2019, Automation in Construction.

[81]  Ghorbanali Moslemipour,et al.  A review of intelligent approaches for designing dynamic and robust layouts in flexible manufacturing systems , 2012 .

[82]  M. Sir,et al.  A multi-objective mixed-integer programming model for a multi-floor facility layout , 2013 .

[83]  Emilio Corchado,et al.  Facility layout design using a multi‐objective interactive genetic algorithm to support the DM , 2015, Expert Syst. J. Knowl. Eng..

[84]  Xiaoxiao Wei,et al.  Optimizing facility layout planning for reconfigurable manufacturing system based on chaos genetic algorithm , 2019, Production & Manufacturing Research.

[85]  Hossein Neghabi,et al.  A new concept of adjacency for concurrent consideration of economic and safety aspects in design of facility layout problems , 2016 .

[86]  Dedy Ng,et al.  An approach for risk reduction (methodology) based on optimizing the facility layout and siting in toxic gas release scenarios , 2010 .

[87]  Henri Pierreval,et al.  A novel hybrid evolutionary approach for capturing decision maker knowledge into the unequal area facility layout problem , 2015, Expert Syst. Appl..

[88]  Reza Tavakkoli-Moghaddam,et al.  An integrated approach for the cell formation and layout design in cellular manufacturing systems , 2013 .

[89]  Reza Tavakkoli-Moghaddam,et al.  Solving a group layout design model of a dynamic cellular manufacturing system with alternative process routings, lot splitting and flexible reconfiguration by simulated annealing , 2012, Comput. Oper. Res..

[90]  Reza Tavakkoli-Moghaddam,et al.  A multi-objective particle swarm optimisation algorithm for unequal sized dynamic facility layout problem with pickup/drop-off locations , 2012 .

[91]  Salaheddine Bendak,et al.  Dynamic facilities planning model for large scale construction projects , 2019, Automation in Construction.

[92]  Zeynep D. U. Durmusoglu,et al.  A TOPSIS-based approach for sustainable layout design: activity relation chart evaluation , 2018, Kybernetes.

[93]  Amir Ahmadi-Javid,et al.  The unequal area facility layout problem with shortest single-loop AGV path: how material handling method matters , 2020 .

[94]  Siva Kumar Mahalingam,et al.  Solution for bi-objective single row facility layout problem using artificial bee colony algorithm , 2018 .

[95]  Lazaros G. Papageorgiou,et al.  Optimal multi-floor process plant layout with production sections , 2018, Chemical Engineering Research and Design.

[96]  Jun Liu,et al.  Applying multi-objective ant colony optimization algorithm for solving the unequal area facility layout problems , 2019, Appl. Soft Comput..

[97]  Philipp Hungerländer,et al.  A semidefinite optimization-based approach for global optimization of multi-row facility layout , 2015, Eur. J. Oper. Res..

[98]  Giuseppe Aiello,et al.  A non dominated ranking Multi Objective Genetic Algorithm and electre method for unequal area facility layout problems , 2013, Expert Syst. Appl..

[99]  Arash Shahin,et al.  Facility Layout Simulation and Optimization: an Integration of Advanced Quality and Decision Making , 2011 .

[100]  Dinesh Singh,et al.  Unequal-area, fixed-shape facility layout problems using the firefly algorithm , 2017 .

[101]  Chang Jun LEE Optimal multi-floor plant layout based on the mathematical programming and particle swarm optimization , 2015, Industrial health.

[102]  Claudia Gutiérrez-Antonio,et al.  Optimal plant layout considering the safety instrumented system design for hazardous equipment , 2019, Process Safety and Environmental Protection.

[103]  Gintaras Palubeckis,et al.  Fast simulated annealing for single-row equidistant facility layout , 2015, Appl. Math. Comput..

[104]  Junghoon Kim,et al.  Semiconductor FAB layout design analysis with 300-mm FAB data: "Is minimum distance-based layout design best for semiconductor FAB design?" , 2016, Comput. Ind. Eng..

[105]  Francisco Gortázar,et al.  GRASP with path relinking for the single row facility layout problem , 2016, Knowl. Based Syst..

[106]  Junjae Chae,et al.  Harmony search for the layout design of an unequal area facility , 2017, Expert Syst. Appl..

[107]  Gintaras Palubeckis,et al.  A branch-and-bound algorithm for the single-row equidistant facility layout problem , 2012, OR Spectr..

[108]  Miguel F. Anjos,et al.  A two-stage mathematical-programming method for the multi-floor facility layout problem , 2013, J. Oper. Res. Soc..

[109]  Antonio Casimiro Caputo,et al.  Safety-based Process Plant Layout Using Genetic Algorithms , 2015 .

[110]  Stefan Helber,et al.  A hierarchical facility layout planning approach for large and complex hospitals , 2014 .

[111]  Jerrold M. Seehof,et al.  Automated facilities Layout Programs , 1966, ACM '66.

[112]  Abdullah Konak,et al.  A new relaxed flexible bay structure representation and particle swarm optimization for the unequal area facility layout problem , 2011 .

[113]  Lei Yang,et al.  Multiple-attribute decision-making approach for an energy-efficient facility layout design , 2012, The International Journal of Advanced Manufacturing Technology.

[114]  Ali Taghavi,et al.  A heuristic procedure for the integrated facility layout design and flow assignment problem , 2011, Comput. Ind. Eng..

[115]  A. Hadi-Vencheh,et al.  An integrated AHP–NLP methodology for facility layout design , 2013 .

[116]  M. G. Bhatt,et al.  An alternative multiple attribute decision making methodology for solving optimal facility layout design selection problems , 2011, Comput. Ind. Eng..

[117]  Ravi Kothari,et al.  An efficient genetic algorithm for single row facility layout , 2014, Optim. Lett..

[118]  Gintaras Palubeckis Fast local search for single row facility layout , 2015, Eur. J. Oper. Res..

[119]  Ying Tang,et al.  An Optimization Method for the Remanufacturing Dynamic Facility Layout Problem with Uncertainties , 2015 .

[120]  Ramazan Sahin A simulated annealing algorithm for solving the bi-objective facility layout problem , 2011, Expert Syst. Appl..

[121]  Min Zhang,et al.  An improved fireworks algorithm for the constrained single-row facility layout problem , 2020 .

[122]  Surya Prakash Singh,et al.  An improved heuristic approach for multi-objective facility layout problem , 2010 .

[123]  Kourosh Eshghi,et al.  A new model for robust facility layout problem , 2014, Inf. Sci..

[124]  Henri Pierreval,et al.  Facility layout problems: A survey , 2007, Annu. Rev. Control..

[125]  Bin Yang,et al.  A particle swarm optimization algorithm for multi-row facility layout problem in semiconductor fabrication , 2018, Journal of Ambient Intelligence and Humanized Computing.

[126]  Kourosh Eshghi,et al.  A bi-objective MIP model for facility layout problem in uncertain environment , 2015 .

[127]  Alan R. McKendall,et al.  New Tabu search heuristics for the dynamic facility layout problem , 2012 .

[128]  Josefa Mula,et al.  A review of discrete-time optimization models for tactical production planning , 2014 .

[129]  Pupong Pongcharoen,et al.  A tool for solving stochastic dynamic facility layout problems with stochastic demand using either a Genetic Algorithm or modified Backtracking Search Algorithm , 2017 .

[130]  Giuseppe Aiello,et al.  A multi objective genetic algorithm for the facility layout problem based upon slicing structure encoding , 2012, Expert Syst. Appl..

[131]  Hamidreza Navidi,et al.  Dynamic Facility Layout Problem: A New Bilevel Formulation and Some Metaheuristic Solution Methods , 2015, IEEE Transactions on Engineering Management.

[132]  Franz Rendl,et al.  A computational study and survey of methods for the single-row facility layout problem , 2013, Comput. Optim. Appl..

[133]  Satish Vadlamani,et al.  Hybrid imperialist competitive algorithm, variable neighborhood search, and simulated annealing for dynamic facility layout problem , 2014, Neural Computing and Applications.

[134]  Miguel F. Anjos,et al.  An improved two-stage optimization-based framework for unequal-areas facility layout , 2015, Optim. Lett..

[135]  Sadan Kulturel-Konak,et al.  An artificial immune system based algorithm to solve unequal area facility layout problem , 2012, Expert Syst. Appl..

[136]  Kiavash Kianfar,et al.  A polyhedral study of triplet formulation for single row facility layout problem , 2010, Discret. Appl. Math..

[137]  Donghwa Jeong,et al.  Golden section search and hybrid tabu search-simulated annealing for layout design of unequal-sized facilities with fixed input and output points , 2018 .

[138]  Hani Pourvaziri,et al.  A hybrid multi-population genetic algorithm for the dynamic facility layout problem , 2014, Appl. Soft Comput..

[139]  Philipp Hungerländer,et al.  Single-row equidistant facility layout as a special case of single-row facility layout , 2014 .

[140]  Allan S. Tubaileh,et al.  Single and multi-row layout design for flexible manufacturing systems , 2017, Int. J. Comput. Integr. Manuf..

[141]  Sandeep Singhal,et al.  Implementation of fuzzy TOPSIS methodology in selection of procedural approach for facility layout planning , 2017 .

[142]  Lorenzo Salas-Morera,et al.  An island model genetic algorithm for unequal area facility layout problems , 2017, Expert Syst. Appl..

[143]  Adam N. Letchford,et al.  A polyhedral approach to the single row facility layout problem , 2013, Math. Program..

[144]  Dinesh Singh,et al.  Multi-objective facility layout problems using BBO, NSBBO and NSGA-II metaheuristic algorithms , 2019 .

[145]  Hasan Selim,et al.  Facility layout using weighted association rule-based data mining algorithms: Evaluation with simulation , 2012, Expert Syst. Appl..

[146]  Michel J Anzanello,et al.  Lean-Oriented Layout Design of a Health Care Facility , 2019, Quality management in health care.

[147]  Phen Chiak See,et al.  A hybrid ant colony optimization algorithm for solving facility layout problems formulated as quadratic assignment problems , 2010 .

[148]  Panagiotis Kouvelis,et al.  Single and multiple period layout models for automated manufacturing systems , 1991 .

[149]  QingLian Lin,et al.  Facility Layout Planning with SHELL and Fuzzy AHP Method Based on Human Reliability for Operating Theatre , 2019, Journal of healthcare engineering.

[150]  Seungho Jung,et al.  A reformulated nonlinear model to solve the facility layout problem , 2018, Chemical Engineering Communications.

[151]  Edvard Govekar,et al.  Hybrid Self-Organization Based Facility Layout Planning , 2014 .

[152]  Ian Hipkin,et al.  An improved facility layout construction method , 2012 .

[153]  Pingke Li,et al.  A cross-entropy approach to the single row facility layout problem , 2018 .

[154]  Shahin Gelareh,et al.  A Survey of MetaHeuristic Solution Methods for the Quadratic Assignment Problem , 2007 .

[155]  Abbas Ahmadi,et al.  An efficient multiple-stage mathematical programming method for advanced single and multi-floor facility layout problems , 2016 .

[156]  J. M. A. Tanchoco,et al.  Layout design with hexagonal floor plans and material flow patterns , 2010 .

[157]  Rrk Sharma,et al.  A review of different approaches to the facility layout problems , 2006 .

[158]  Ahmad Mumani,et al.  Application of the Analytic Network Process to facility layout selection , 2014 .

[159]  Ling Gai,et al.  An integrated method to solve the healthcare facility layout problem under area constraints , 2019, J. Comb. Optim..

[160]  Hamed Samarghandi,et al.  Metaheuristics for fuzzy dynamic facility layout problem with unequal area constraints and closeness ratings , 2013 .

[161]  Taho Yang,et al.  Fuzzy multiple attribute decision-making method for a large 300-mm fab layout design , 2012 .

[162]  Susana Relvas,et al.  Layout design modelling for a real world just-in-time warehouse , 2016, Comput. Ind. Eng..

[163]  Pablo Alberto Pérez Gosende EVALUACIÓN DE LA DISTRIBUCIÓN ESPACIAL DE PLANTAS INDUSTRIALES MEDIANTE UN ÍNDICE DE DESEMPEÑO , 2016 .

[164]  Hossein Neghabi,et al.  A new linear adjacency approach for facility layout problem with unequal area departments , 2015 .

[165]  Andrew Y. C. Nee,et al.  A novel facility layout planning and optimization methodology , 2013 .

[166]  Ravi Kothari,et al.  Tabu search for the single row facility layout problem using exhaustive 2-opt and insertion neighborhoods , 2013, Eur. J. Oper. Res..

[167]  Junjae Chae,et al.  Monarch Butterfly Optimization for Facility Layout Design Based on a Single Loop Material Handling Path , 2019, Mathematics.

[168]  Michael H. Hu,et al.  Simulated annealing based parallel genetic algorithm for facility layout problem , 2011 .

[169]  P Kouvelis,et al.  A survey of layout issues in flexible manufacturing systems , 1992 .

[170]  Ardavan Asef-Vaziri,et al.  Covering and connectivity constraints in loop-based formulation of material flow network design in facility layout , 2018, Eur. J. Oper. Res..

[171]  M. Sam Mannan,et al.  A method for facility layout optimisation including stochastic risk assessment , 2018, Process Safety and Environmental Protection.

[172]  Hu-Chen Liu,et al.  Integrating systematic layout planning with fuzzy constraint theory to design and optimize the facility layout for operating theatre in hospitals , 2015, J. Intell. Manuf..

[173]  Cristovao Silva,et al.  The layout design in reconfigurable manufacturing systems: a literature review , 2019, The International Journal of Advanced Manufacturing Technology.

[174]  Mohammad Modarres,et al.  Loop-based facility layout design under flexible bay structures , 2017 .

[175]  Lei Yang,et al.  Multi-objective optimization of facility planning for energy intensive companies , 2013, J. Intell. Manuf..

[176]  Henri Pierreval,et al.  Handling qualitative aspects in Unequal Area Facility Layout Problem: An Interactive Genetic Algorithm , 2013, Appl. Soft Comput..

[177]  Yuchun Xu,et al.  The aperiodic facility layout problem with time-varying demands and an optimal master-slave solution approach , 2020 .

[178]  Lien-Fu Lai,et al.  On GPU Implementation of the Island Model Genetic Algorithm for Solving the Unequal Area Facility Layout Problem , 2018, Applied Sciences.

[179]  Xu Weisheng,et al.  Tensorial Kernel Principal Component Analysis for Action Recognition , 2013 .

[180]  Chaomin Luo,et al.  Elsevier Editorial System(tm) for European Journal of Operational Research Title: a Convex Optimisation Framework for the Unequal-areas Facility Layout Problem a Convex Optimisation Framework for the Unequal-areas Facility Layout Problem , 2022 .

[181]  Hamidreza Navidi,et al.  A heuristic approach on the facility layout problem based on game theory , 2012 .

[182]  Reza Tavakkoli-Moghaddam,et al.  Solving a multi-floor layout design model of a dynamic cellular manufacturing system by an efficient genetic algorithm , 2014 .

[183]  Mir Saman Pishvaee,et al.  A survey on multi-floor facility layout problems , 2017, Comput. Ind. Eng..

[184]  Krishna K. Krishnan,et al.  Design of robust layout for Dynamic Plant Layout Problems , 2011, Comput. Ind. Eng..

[185]  Saeed Emami,et al.  Managing a new multi-objective model for the dynamic facility layout problem , 2013 .

[186]  Miguel F. Anjos,et al.  Mathematical optimization approaches for facility layout problems: The state-of-the-art and future research directions , 2017, Eur. J. Oper. Res..

[187]  Junjae Chae,et al.  A closed loop based facility layout design using a cuckoo search algorithm , 2018, Expert Syst. Appl..

[188]  G. Kovács Layout design for efficiency improvement and cost reduction , 2023, Bulletin of the Polish Academy of Sciences Technical Sciences.

[189]  Sai S. Nudurupati,et al.  A review of decision-support tools and performance measurement and sustainable supply chain management , 2015 .

[190]  Yong-Hong Kuo,et al.  A combined zone-LP and simulated annealing algorithm for unequal-area facility layout problem , 2016 .

[191]  Ali Kaveh,et al.  AN ADAPTED HARMONY SEARCH BASED ALGORITHM FOR FACILITY LAYOUT OPTIMIZATION , 2012 .

[192]  Xin Tan,et al.  Research on Dynamic Facility Layout Problem of Manufacturing Unit Considering Human Factors , 2018 .

[193]  Elwood S. Buffa,et al.  A Heuristic Algorithm and Simulation Approach to Relative Location of Facilities , 1963 .

[194]  Sang Hyun Kim,et al.  Optimal shipyard facility layout planning based on a genetic algorithm and stochastic growth algorithm , 2012 .

[195]  Rainer Lasch,et al.  Optimal facility layout and material handling network design , 2019, Comput. Oper. Res..

[196]  Ahmed Azab,et al.  Mathematical modeling and multi-start search simulated annealing for unequal-area facility layout problem , 2018, Expert Syst. Appl..

[197]  M. Saravanan,et al.  Different approaches for the loop layout problems: a review , 2013 .

[198]  Berna Haktanirlar Ulutas,et al.  Dynamic facility layout problem in footwear industry , 2015 .

[199]  Yoon Ho Seo,et al.  An efficient algorithm for unequal area facilities layout planning with input and output points , 2019, INFOR Inf. Syst. Oper. Res..

[200]  Karthik Vasudevan,et al.  Concurrent consideration of evacuation safety and productivity in manufacturing facility planning using multi-paradigm simulations , 2011, Comput. Ind. Eng..

[201]  S. G. Ponnambalam,et al.  An elitist strategy genetic algorithm using simulated annealing algorithm as local search for facility layout design , 2013 .

[202]  Amelia Regan,et al.  Layout design problems with heterogeneous area constraints , 2016, Comput. Ind. Eng..

[203]  Xianzhong Dai,et al.  A revised electromagnetism-like mechanism for layout design of reconfigurable manufacturing system , 2012, Comput. Ind. Eng..

[204]  Alan M. Frieze,et al.  On the quadratic assignment problem , 1983, Discret. Appl. Math..

[205]  V. R. Ghezavati,et al.  Developing a mathematical model for the dynamic facility layout problem considering material handling system and optimizing it using cloud theory-based simulated annealing algorithm , 2019, SN Applied Sciences.

[206]  Hamidreza Koosha,et al.  Solving an extended multi-row facility layout problem with fuzzy clearances using GA , 2017, Appl. Soft Comput..

[207]  Ali Azadeh,et al.  Optimisation of facility layout design problem with safety and environmental factors by stochastic DEA and simulation approach , 2015 .

[208]  Michal Tzur,et al.  A new MILP approach for the facility process-layout design problem with rectangular and L/T shape departments , 2014 .

[209]  Dongil Shin,et al.  Risk based 3-dimensional and multifloor plant layout optimization for liquefied natural gas (LNG) liquefaction process , 2018, Korean Journal of Chemical Engineering.

[210]  V. Anbumalar,et al.  An effective methodology for cell formation and intra-cell machine layout design in cellular manufacturing system using parts visit data and operation sequence data , 2016 .

[211]  Ada Che,et al.  Novel integer linear programming models for the facility layout problem with fixed-size rectangular departments , 2018, Comput. Oper. Res..

[212]  T. S. Lee,et al.  Performance Analysis of Intelligent Robust Facility Layout Design , 2017 .

[213]  Parham Azimi,et al.  An ANN-based optimization model for facility layout problem using simulation Technique , 2017 .

[214]  Ravi Kothari,et al.  A scatter search algorithm for the single row facility layout problem , 2014, J. Heuristics.

[215]  M. Sam Mannan,et al.  An approach to solve the facility layout problem based on the worst-case scenario , 2010, Journal of Loss Prevention in the Process Industries.

[216]  Mª Carmen González-Cruz,et al.  An entropy-based algorithm to solve the facility layout design problem , 2011 .

[217]  Imad Alsyouf,et al.  A multi-criteria decision-making framework for assessing the quality and cost of facility layout alternatives: a case study , 2012 .

[218]  Tangbin Xia,et al.  Concurrent cell formation and layout design based on hybrid approaches , 2018, Appl. Soft Comput..

[219]  Mehdi Seifbarghy,et al.  A novel meta-heuristic algorithm for multi-objective dynamic facility layout problem , 2016, RAIRO Oper. Res..

[220]  Huali Wang,et al.  Peeling Decoding of LDPC Codes with Applications in Compressed Sensing , 2016 .

[221]  Fantahun M. Defersha,et al.  A mathematical model and a parallel multiple search path simulated annealing for an integrated distributed layout design and machine cell formation , 2017 .

[222]  Pupong Pongcharoen,et al.  Performance improvement of Teaching-Learning-Based Optimisation for robust machine layout design , 2018, Expert Syst. Appl..

[223]  Kamran Shahanaghi,et al.  Facility layout by collision detection and force exertion heuristics , 2016 .

[224]  Hsin-Yun Lee,et al.  A hybrid system for facility layout by integrating simulation and ant colony optimization , 2012 .

[225]  Christian Friedrich,et al.  Integrated slicing tree approach for solving the facility layout problem with input and output locations based on contour distance , 2018, Eur. J. Oper. Res..

[226]  Ada Che,et al.  Bi-objective optimization for multi-floor facility layout problem with fixed inner configuration and room adjacency constraints , 2017, Comput. Ind. Eng..

[227]  Eliana Ramírez Drada,et al.  Propuesta metodológica multicriterio para la distribución semicontinua de plantas , 2019, Suma de Negocios.

[228]  Amin Chaabane,et al.  BIM-based framework for temporary facility layout planning in construction site: A hybrid approach , 2019 .

[229]  Gülfem Tuzkaya,et al.  A comparative analysis of meta-heuristic approaches for facility layout design problem: a case study for an elevator manufacturer , 2013, J. Intell. Manuf..

[230]  Henri Pierreval,et al.  Dynamic facility layout problem based on open queuing network theory , 2017, Eur. J. Oper. Res..

[231]  Zvi Drezner,et al.  On the unboundedness of facility layout problems , 2010, Math. Methods Oper. Res..

[232]  Abdullah Konak,et al.  A problem evolution algorithm with linear programming for the dynamic facility layout problem - A general layout formulation , 2017, Comput. Oper. Res..

[233]  Avital Bechar,et al.  Economical evaluation of greenhouse layout design , 2011 .

[234]  Gökay Akkaya,et al.  A new hybrid heuristic algorithm based on bacterial foraging optimization for the dynamic facility layout problem , 2018, Expert Syst. Appl..

[235]  Surya Prakash Singh,et al.  Modified simulated annealing based approach for multi objective facility layout problem , 2013 .

[236]  Thibaut Vidal,et al.  A hybrid genetic algorithm with decomposition phases for the Unequal Area Facility Layout Problem , 2017, Eur. J. Oper. Res..

[237]  Bruno Agard,et al.  Integration of occupational health and safety in the facility layout planning, part II: design of the kitchen of a hospital , 2015 .

[238]  T. Koopmans,et al.  Assignment Problems and the Location of Economic Activities , 1957 .

[239]  Sadan Kulturel-Konak,et al.  Assessing hypermutation operators of a clonal selection algorithm for the unequal area facility layout problem , 2013 .

[240]  Artak Hakobyan,et al.  Heuristics for the dynamic facility layout problem with unequal-area departments , 2010, Eur. J. Oper. Res..

[241]  Chi-Keung Wong,et al.  Discretized Cell Modeling for Optimal Facility Layout Plans of Unequal and Irregular Facilities , 2017 .

[242]  Xun-bo Liu,et al.  A multi-improved genetic algorithm for facility layout optimisation based on slicing tree , 2012 .

[243]  Marc Goetschalckx,et al.  An interactive layout heuristic based on hexagonal adjacency graphs , 1992 .

[244]  Rajesh Matai,et al.  Solving multi objective facility layout problem by modified simulated annealing , 2015, Appl. Math. Comput..

[246]  Nima Khakzad,et al.  Process plant layout optimization with uncertainty and considering risk , 2017, Comput. Chem. Eng..

[247]  Ali Azadeh,et al.  Optimization of facility layout design with ambiguity by an efficient fuzzy multivariate approach , 2016 .

[248]  Sunderesh S. Heragu,et al.  Recent models and techniques for solving the layout problem , 1992 .

[249]  José Luiz de Medeiros,et al.  Optimal determination of chemical plant layout via minimization of risk to general public using Monte Carlo and Simulated Annealing techniques , 2016 .

[250]  S. G. Ponnambalam,et al.  An elitist strategy genetic algorithm for integrated layout design , 2012 .

[251]  Gintaras Palubeckis Single row facility layout using multi-start simulated annealing , 2017, Comput. Ind. Eng..

[252]  Hasan Hosseini-Nasab,et al.  Classification of facility layout problems: a review study , 2018 .

[253]  Jerzy Grobelny,et al.  A novel version of simulated annealing based on linguistic patterns for solving facility layout problems , 2017, Knowl. Based Syst..

[254]  Chang-Lin Yang,et al.  A genetic algorithm for dynamic facility planning in job shop manufacturing , 2011 .

[255]  Sadan Kulturel-Konak,et al.  Approaches to uncertainties in facility layout problems: Perspectives at the beginning of the 21st Century , 2007, J. Intell. Manuf..

[256]  Yufei Wang,et al.  An industrial facility layout design method considering energy saving based on surplus rectangle fill algorithm , 2018, Energy.

[257]  Mohammad Moshref-Javadi,et al.  Concurrent cell formation and layout design using scatter search , 2014 .

[258]  Javad Nematian,et al.  A robust single row facility layout problem with fuzzy random variables , 2014 .

[259]  Chi-Tai Wang,et al.  A graph-pair representation and MIP model based heuristic for the unequal-area facility layout problem , 2010, The 40th International Conference on Computers & Indutrial Engineering.

[260]  Zahnupriya Kalita,et al.  A constrained single-row facility layout problem , 2018 .

[261]  Türkay Dereli,et al.  A fuzzy DEMATEL-based solution approach for facility layout problem: a case study , 2014 .

[262]  Weiping Chen,et al.  A new optimization model to support a bottom-up approach to facility design , 2010, Comput. Oper. Res..

[263]  Krishna K. Krishnan,et al.  A comprehensive approach to facility layout design and cell formation , 2012 .

[264]  Josefa Mula,et al.  Overview of Dynamic Facility Layout Planning as a Sustainability Strategy , 2020, Sustainability.

[265]  Kuan Yew Wong,et al.  Solving unequal-area static and dynamic facility layout problems using modified particle swarm optimization , 2017, J. Intell. Manuf..

[266]  Emilio Corchado,et al.  Recycling Plants Layout Design by Means of an Interactive Genetic Algorithm , 2013, Intell. Autom. Soft Comput..

[267]  Mauricio G. C. Resende,et al.  A biased random-key genetic algorithm for the unequal area facility layout problem , 2015, Eur. J. Oper. Res..

[268]  Min-Yuan Cheng,et al.  Hybrid Artificial Intelligence–Based PBA for Benchmark Functions and Facility Layout Design Optimization , 2012 .

[269]  Sadan Kulturel-Konak,et al.  The zone-based dynamic facility layout problem , 2019, INFOR Inf. Syst. Oper. Res..