A Hybrid Grey Based KOHONEN Model and Biogeography-Based Optimization for Project Portfolio Selection

The problem of selection and the best option are the main subject of operation research science in decision-making theory. Selection is a process that scrutinizes and investigates several quantitative and qualitative, and most often incompatible, factors. One of the most fundamental management issue...

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Vydáno v:Journal of Applied Mathematics Ročník 2014; číslo 2014; s. 759 - 770-067
Hlavní autoři: Alborzi, Mahmood, Eshlaghy, Abbas Toloie, Nazemi, Jamshid, Pourebrahimi, Alireza, Faezy Razi, Farshad
Médium: Journal Article
Jazyk:angličtina
Vydáno: Cairo, Egypt Hindawi Limiteds 01.01.2014
Hindawi Puplishing Corporation
Hindawi Publishing Corporation
John Wiley & Sons, Inc
Wiley
Témata:
Accumulation
Algorithms
Analysis
Biogeography
Case studies
Data mining
Decision making
Decision theory
Fuzzy
Fuzzy logic
Industrial project management
Integer programming
Mathematical models
Monte Carlo simulation
Neural networks
Optimization
Pareto analysis
Project management
R&D
Research & development
Studies
ISSN:1110-757X, 1687-0042
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Abstract The problem of selection and the best option are the main subject of operation research science in decision-making theory. Selection is a process that scrutinizes and investigates several quantitative and qualitative, and most often incompatible, factors. One of the most fundamental management issues in multicriteria selection literature is the multicriteria adoption of the projects portfolio. In such decision-making condition, manager is seeking for the best combination to build up a portfolio among the existing projects. In the present paper, KOHONEN algorithm was first employed to build up a portfolio of the projects. Next, each portfolio was evaluated using grey relational analysis (GRA) and then scheduled risk of the project was predicted using Mamdani fuzzy inference method. Finally, the multiobjective biogeography-based optimization algorithm was utilized for drawing risk and rank Pareto analysis. A case study is used concurrently to show the efficiency of the proposed model.
AbstractList The problem of selection and the best option are the main subject of operation research science in decision-making theory. Selection is a process that scrutinizes and investigates several quantitative and qualitative, and most often incompatible, factors. One of the most fundamental management issues in multicriteria selection literature is the multicriteria adoption of the projects portfolio. In such decision-making condition, manager is seeking for the best combination to build up a portfolio among the existing projects. In the present paper, KOHONEN algorithm was first employed to build up a portfolio of the projects. Next, each portfolio was evaluated using grey relational analysis (GRA) and then scheduled risk of the project was predicted using Mamdani fuzzy inference method. Finally, the multiobjective biogeography-based optimization algorithm was utilized for drawing risk and rank Pareto analysis. A case study is used concurrently to show the efficiency of the proposed model.
Audience Academic
Author Faezy Razi, Farshad
Alborzi, Mahmood
Pourebrahimi, Alireza
Eshlaghy, Abbas Toloie
Nazemi, Jamshid
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  fullname: Pourebrahimi, Alireza
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Cites_doi 10.1016/j.ijproman.2008.10.003
10.1016/j.ijpe.2004.11.018
10.1016/j.engfailanal.2013.02.020
10.1016/j.cor.2013.09.002
10.1016/j.renene.2010.07.031
10.1109/TEVC.2008.919004
10.1007/978-3-642-97610-0
10.1016/j.eswa.2013.07.045
10.1016/j.ijhm.2013.04.001
10.1016/j.cie.2011.03.015
10.1631/jzus.C0910479
10.1016/j.eswa.2010.02.103
10.1080/10426914.2011.577865
10.1016/j.asoc.2012.07.030
10.1016/j.simpat.2010.04.008
10.1108/20439371211260243
10.1139/L07-006
10.1057/palgrave.jors.2601049
10.1016/j.sbspro.2012.09.177
10.1504/IJBIS.2010.034353
10.1007/s00170-007-1324-1
10.1081/QEN-120015853
10.1108/GS-11-2012-0043
10.1016/j.cor.2010.10.021
10.1111/j.1468-0394.2008.00492.x
10.1016/j.rser.2009.07.012
10.1007/s00521-010-0425-1
10.1016/j.phpro.2012.05.291
10.1016/j.cor.2011.06.019
10.1016/S0167-6911(82)80025-X
10.1155/2012/790142
10.1080/00207543.2011.560906
10.1016/j.cor.2013.07.021
10.1016/j.neucom.2012.06.019
10.1016/j.eswa.2013.12.018
10.1016/j.fuel.2013.08.086
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Alborzi, Mahmood
Pourebrahimi, Alireza
Eshlaghy, Abbas Toloie
Nazemi, Jamshid
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Copyright Copyright © 2014 Farshad Faezy Razi et al.
COPYRIGHT 2014 John Wiley & Sons, Inc.
Copyright © 2014 Farshad Faezy Razi et al. Farshad Faezy Razi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright 2014 Hindawi Publishing Corporation
Copyright_xml – notice: Copyright © 2014 Farshad Faezy Razi et al.
– notice: COPYRIGHT 2014 John Wiley & Sons, Inc.
– notice: Copyright © 2014 Farshad Faezy Razi et al. Farshad Faezy Razi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
– notice: Copyright 2014 Hindawi Publishing Corporation
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References (40) 2014; 117
(48) 2014; 41
(44) 2011; 20
Roy B. Multicriteria Methodology for Decision Aiding, Volume 12 1996 Springer
(17) 2007; 34
(21) 2011; 61
(22) 2012; 39
Belton V. Stewart T. Multiple Criteria Decision Analysis: An Integrated Approach 2002 New York, NY, USA Springer
Liu R. Ye Z. System dynamics application in analyzing the schedule risk influence on project portfolio Proceedings of the 8th International Conference on Supply Chain Management and Information Systems: Logistics Systems and Engineering (SCMIS '10) October 2010 2-s2.0-79551551478
Mujumdar P. Karmakar S. Grey fuzzy multi-objective optimization Fuzzy Multi-Criteria Decision Making 2008 Springer 453 482
(5) 2009; 40
(36) 2013; 3
(42) 2009; 26
(26) 2012; 33
(34) 2012; 50
10
11
(32) 2013; 34
(37) 2012; 27
Zelinka I. Snasel V. Abraham A. Handbook of Optimization: From Classical to Modern Approach 2012 38 New York, NY, USA Springer
Gwo-Hshiung T. Tzeng G. H. Huang J.-J. Multiple Attribute Decision Making: Methods and Applications 2011 CRC Press MR2789546
(50) 2008; 12
9
Graves S. B. Ringuest J. L. Medaglia A. L. Models & Methods for Project Selection: Concepts from Management Science, Finance and Information Technology 2003 58 Springer
(14) 2006; 103
(1) 2010; 11
(29) 1982; 1
Biernatzki R. Bitzer B. Convey H. Hartley A. J. Agent based simulation system for portfolio management in deregulated energy markets 2 Proceeding of the 39th International Universities Power Engineering Conference (UPEC '04) September 2004 Bristol, UK 1145 1149 2-s2.0-32044446497
(15) 2010; 14
(35) 2013; 31
de Smet Y. Eppe S. Multicriteria relational clustering: the case of binary outranking matrices Evolutionary Multi-Criterion Optimization 2009 New York, NY, USA Springer
(18) 2013; 13
(38) 2002; 15
(41) 2013; 99
(51) 2014; 43
(12) 2012; 62
(47) 2014; 41
Kohonen T. Self-Organizing Maps 1995 30 Berlin, Germany Springer Springer Series in Information Sciences 10.1007/978-3-642-97610-0 MR1324107
Dinsmore P. C. Cabanis-Brewin J. The AMA Handbook of Project Management 2006 Amacom
(16) 2009; 27
(49) 2014; 41
(19) 2011; 36
(39) 1999; 11
(28) 2012; 39
(45) 2001; 52
(27) 2012; 6
(33) 2012; 2
(24) 2010; 18
(4) 2010; 6
(13) 2010; 37
(20) 2012; 2012
44
47
49
(31) 2008
50
13
14
15
16
17
18
19
1
(8) 2009
(30) 2011
4
5
(2) 2003; 58
20
21
22
24
26
28
29
(7) 2002
(46) 2006
32
34
35
36
37
38
(3) 2012; 38
(6) 1996
40
41
42
43
References_xml – volume: 31
  start-page: 211
  year: 2013
  end-page: 224
  ident: 35
  article-title: Enhancing FMEA assessment by integrating grey relational analysis and the decision making trial and evaluation laboratory approach
– volume: 103
  start-page: 90
  issue: 1
  year: 2006
  end-page: 103
  ident: 14
  article-title: Integrated project evaluation and selection using multiple-attribute decision-making technique
– volume: 27
  start-page: 584
  issue: 6
  year: 2009
  end-page: 599
  ident: 16
  article-title: Research on project selection system of pre-evaluation of engineering design project bidding
– volume: 50
  start-page: 3211
  issue: 12
  year: 2012
  end-page: 3221
  ident: 34
  article-title: An integrated approach for machine tool selection using fuzzy analytical hierarchy process and grey relational analysis
– volume: 6
  start-page: 179
  issue: 2
  year: 2010
  end-page: 199
  ident: 4
  article-title: A multi-attribute group decision support system for information technology project selection
– volume: 37
  start-page: 6218
  issue: 9
  year: 2010
  end-page: 6224
  ident: 13
  article-title: Project selection for oil-fields development by using the AHP and fuzzy TOPSIS methods
– volume: 39
  start-page: 112
  issue: 1
  year: 2012
  end-page: 125
  ident: 22
  article-title: A fuzzy DEA and knapsack formulation integrated model for project selection
– volume: 34
  start-page: 263
  issue: 1
  year: 2013
  end-page: 273
  ident: 32
  article-title: Developing green management standards for restaurants: an application of green supply chain management
– volume: 6
  start-page: 66
  issue: 2
  year: 2012
  end-page: 75
  ident: 27
  article-title: An integrated approach of Fuzzy ANP and Fuzzy TOPSIS for R&D project selection: a case study
– volume: 41
  start-page: 125
  year: 2014
  end-page: 139
  ident: 49
  article-title: Enhancing the performance of biogeography-based optimization using polyphyletic migration operator and orthogonal learning
– volume: 61
  start-page: 226
  issue: 1
  year: 2011
  end-page: 237
  ident: 21
  article-title: A comprehensive framework for project selection problem under uncertainty and real-world constraints
– volume: 52
  start-page: 93
  issue: 1
  year: 2001
  end-page: 101
  ident: 45
  article-title: Circular/wrap-around self-organizing map networks: an empirical study in clustering and classification
– volume: 41
  start-page: 1006
  issue: 4, part 1
  year: 2014
  end-page: 1020
  ident: 47
  article-title: Prediction of shear strength of FRP reinforced concrete beams using fuzzy inference system
– volume: 41
  start-page: 4123
  issue: 9
  year: 2014
  end-page: 4138
  ident: 48
  article-title: Fabrication process suitability ranking for micro-electro-mechanical systems using a fuzzy inference system
– volume: 43
  start-page: 1
  year: 2014
  end-page: 8
  ident: 51
  article-title: Emergency railway wagon scheduling by hybrid biogeography-based optimization
– volume: 2
  start-page: 284
  issue: 2
  year: 2012
  end-page: 298
  ident: 33
  article-title: Applying fuzzy grey relational analysis for ranking the advanced manufacturing systems
– volume: 14
  start-page: 249
  issue: 1
  year: 2010
  end-page: 264
  ident: 15
  article-title: An ANP-based approach for the selection of photovoltaic solar power plant investment projects
– volume: 26
  start-page: 70
  issue: 1
  year: 2009
  end-page: 81
  ident: 42
  article-title: Feasibility of probabilistic neural networks, Kohonen self-organizing maps and fuzzy clustering for source localization of ventricular focal arrhythmias from intravenous catheter measurements
– volume: 12
  start-page: 702
  issue: 6
  year: 2008
  end-page: 713
  ident: 50
  article-title: Biogeography-based optimization
– reference: Mujumdar P. Karmakar S. Grey fuzzy multi-objective optimization Fuzzy Multi-Criteria Decision Making 2008 Springer 453 482
– volume: 13
  start-page: 339
  issue: 1
  year: 2013
  end-page: 352
  ident: 18
  article-title: A hybrid fuzzy multiple criteria group decision making approach for sustainable project selection
– volume: 27
  start-page: 297
  issue: 3
  year: 2012
  end-page: 305
  ident: 37
  article-title: Analysis on drilling of glass fiber-reinforced polymer (GFRP) composites using grey relational analysis
– reference: Liu R. Ye Z. System dynamics application in analyzing the schedule risk influence on project portfolio Proceedings of the 8th International Conference on Supply Chain Management and Information Systems: Logistics Systems and Engineering (SCMIS '10) October 2010 2-s2.0-79551551478
– volume: 40
  start-page: 403
  issue: 3-4
  year: 2009
  end-page: 412
  ident: 5
  article-title: Application of correlation test to criteria selection for multi criteria decision making (MCDM) models
– volume: 62
  start-page: 1041
  year: 2012
  end-page: 1045
  ident: 12
  article-title: Developing a Multi criteria model for stochastic IT portfolio selection by AHP method
– reference: Graves S. B. Ringuest J. L. Medaglia A. L. Models & Methods for Project Selection: Concepts from Management Science, Finance and Information Technology 2003 58 Springer
– reference: Gwo-Hshiung T. Tzeng G. H. Huang J.-J. Multiple Attribute Decision Making: Methods and Applications 2011 CRC Press MR2789546
– reference: de Smet Y. Eppe S. Multicriteria relational clustering: the case of binary outranking matrices Evolutionary Multi-Criterion Optimization 2009 New York, NY, USA Springer
– volume: 34
  start-page: 786
  issue: 7
  year: 2007
  end-page: 792
  ident: 17
  article-title: Project appraisal and selection using the analytic network process
– volume: 99
  start-page: 65
  year: 2013
  end-page: 75
  ident: 41
  article-title: Fuzzy Kohonen clustering networks for interval data
– volume: 1
  start-page: 288
  issue: 5
  year: 1982
  end-page: 294
  ident: 29
  article-title: Control problems of grey systems
– ident: 9
  article-title: A hybrid grey based fuzzy C-means and multiple objective genetic algorithms for project portfolio selection
– volume: 33
  start-page: 1825
  year: 2012
  end-page: 1832
  ident: 26
  article-title: Venture capital investment base on grey relational theory
– volume: 15
  start-page: 209
  issue: 2
  year: 2002
  end-page: 217
  ident: 38
  article-title: A comparative study of using grey relational analysis in multiple attribute decision making problems
– reference: Biernatzki R. Bitzer B. Convey H. Hartley A. J. Agent based simulation system for portfolio management in deregulated energy markets 2 Proceeding of the 39th International Universities Power Engineering Conference (UPEC '04) September 2004 Bristol, UK 1145 1149 2-s2.0-32044446497
– volume: 18
  start-page: 1428
  issue: 10
  year: 2010
  end-page: 1441
  ident: 24
  article-title: Simulating the dynamic scheduling of project portfolios
– reference: Roy B. Multicriteria Methodology for Decision Aiding, Volume 12 1996 Springer
– ident: 10
  article-title: A hybrid grey-based KOHONEN and genetic algorithm to integrated technology selection
– volume: 36
  start-page: 498
  issue: 2
  year: 2011
  end-page: 502
  ident: 19
  article-title: Multi-criteria decision-making in the selection of a renewable energy project in spain: the Vikor method
– volume: 11
  start-page: 562
  issue: 7
  year: 2010
  end-page: 574
  ident: 1
  article-title: Combinatorial auction algorithm for project portfolio selection and scheduling to maximize the net present value
– volume: 2012
  year: 2012
  end-page: 12
  ident: 20
  article-title: Selecting the best project using the fuzzy ELECTRE method
– ident: 11
  article-title: A hybrid Grey-based K-means and genetic algorithm for project selection
– volume: 20
  start-page: 1295
  issue: 8
  year: 2011
  end-page: 1303
  ident: 44
  article-title: Self-organizing map artificial neural network application in multidimensional soil data analysis
– volume: 117
  start-page: 381
  year: 2014
  end-page: 390
  ident: 40
  article-title: Evaluation of chemical composition of waters associated with petroleum production using Kohonen neural networks
– reference: Kohonen T. Self-Organizing Maps 1995 30 Berlin, Germany Springer Springer Series in Information Sciences 10.1007/978-3-642-97610-0 MR1324107
– reference: Dinsmore P. C. Cabanis-Brewin J. The AMA Handbook of Project Management 2006 Amacom
– volume: 3
  start-page: 121
  issue: 2
  year: 2013
  end-page: 128
  ident: 36
  article-title: Potential effect of uncertainty on the GRG interpretation
– reference: Zelinka I. Snasel V. Abraham A. Handbook of Optimization: From Classical to Modern Approach 2012 38 New York, NY, USA Springer
– volume: 11
  start-page: 7
  issue: 1
  year: 1999
  end-page: 12
  ident: 39
  article-title: An alternative form for grey correlative grades
– volume: 39
  start-page: 1010
  issue: 5
  year: 2012
  end-page: 1020
  ident: 28
  article-title: A PROMETHEE-based approach to portfolio selection problems
– reference: Belton V. Stewart T. Multiple Criteria Decision Analysis: An Integrated Approach 2002 New York, NY, USA Springer
– ident: 16
  doi: 10.1016/j.ijproman.2008.10.003
– ident: 14
  doi: 10.1016/j.ijpe.2004.11.018
– ident: 35
  doi: 10.1016/j.engfailanal.2013.02.020
– volume: 43
  start-page: 1
  year: 2014
  ident: 51
  publication-title: Computers & Operations Research
  doi: 10.1016/j.cor.2013.09.002
– ident: 19
  doi: 10.1016/j.renene.2010.07.031
– ident: 50
  doi: 10.1109/TEVC.2008.919004
– ident: 43
  doi: 10.1007/978-3-642-97610-0
– ident: 9
– ident: 47
  doi: 10.1016/j.eswa.2013.07.045
– ident: 32
  doi: 10.1016/j.ijhm.2013.04.001
– year: 2002
  ident: 7
– ident: 21
  doi: 10.1016/j.cie.2011.03.015
– ident: 1
  doi: 10.1631/jzus.C0910479
– ident: 13
  doi: 10.1016/j.eswa.2010.02.103
– ident: 37
  doi: 10.1080/10426914.2011.577865
– year: 1996
  ident: 6
– volume: 58
  year: 2003
  ident: 2
– ident: 18
  doi: 10.1016/j.asoc.2012.07.030
– year: 2006
  ident: 46
– ident: 24
  doi: 10.1016/j.simpat.2010.04.008
– volume: 38
  year: 2012
  ident: 3
– year: 2011
  ident: 30
– ident: 10
– volume: 2
  start-page: 284
  issue: 2
  year: 2012
  ident: 33
  publication-title: Grey Systems: Theory and Application
  doi: 10.1108/20439371211260243
– ident: 17
  doi: 10.1139/L07-006
– volume: 52
  start-page: 93
  issue: 1
  year: 2001
  ident: 45
  publication-title: Journal of the Operational Research Society
  doi: 10.1057/palgrave.jors.2601049
– volume: 62
  start-page: 1041
  year: 2012
  ident: 12
  publication-title: Procedia-Social and Behavioral Sciences
  doi: 10.1016/j.sbspro.2012.09.177
– ident: 4
  doi: 10.1504/IJBIS.2010.034353
– ident: 5
  doi: 10.1007/s00170-007-1324-1
– ident: 38
  doi: 10.1081/QEN-120015853
– ident: 36
  doi: 10.1108/GS-11-2012-0043
– ident: 22
  doi: 10.1016/j.cor.2010.10.021
– ident: 42
  doi: 10.1111/j.1468-0394.2008.00492.x
– ident: 15
  doi: 10.1016/j.rser.2009.07.012
– ident: 44
  doi: 10.1007/s00521-010-0425-1
– ident: 11
– volume-title: Multicriteria relational clustering: the case of binary outranking matrices
  year: 2009
  ident: 8
– start-page: 453
  volume-title: Grey fuzzy multi-objective optimization
  year: 2008
  ident: 31
– ident: 26
  doi: 10.1016/j.phpro.2012.05.291
– ident: 28
  doi: 10.1016/j.cor.2011.06.019
– ident: 29
  doi: 10.1016/S0167-6911(82)80025-X
– ident: 20
  doi: 10.1155/2012/790142
– ident: 34
  doi: 10.1080/00207543.2011.560906
– volume: 6
  start-page: 66
  issue: 2
  year: 2012
  ident: 27
  publication-title: Australian Journal of Basic and Applied Sciences
– ident: 49
  doi: 10.1016/j.cor.2013.07.021
– volume: 11
  start-page: 7
  issue: 1
  year: 1999
  ident: 39
  publication-title: The Journal of Grey System
– ident: 41
  doi: 10.1016/j.neucom.2012.06.019
– volume: 41
  start-page: 4123
  issue: 9
  year: 2014
  ident: 48
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2013.12.018
– ident: 40
  doi: 10.1016/j.fuel.2013.08.086
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Snippet The problem of selection and the best option are the main subject of operation research science in decision-making theory. Selection is a process that...
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SubjectTerms Accumulation
Algorithms
Analysis
Biogeography
Case studies
Data mining
Decision making
Decision theory
Fuzzy
Fuzzy logic
Industrial project management
Integer programming
Mathematical models
Monte Carlo simulation
Neural networks
Optimization
Pareto analysis
Project management
R&D
Research & development
Studies
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Title A Hybrid Grey Based KOHONEN Model and Biogeography-Based Optimization for Project Portfolio Selection
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