Development of SECA multi criteria decision making method to optimally select contractors for green construction projects (Case study for Iran)

This study aims to develop a multi-objective decision-making technique, called Simultaneous Evaluation of Criteria and Alternatives (SECA), to optimally rank green construction project contractors. The SECA approach is formulated as a multi-objective nonlinear programming problem comprising three ob...

Full description

Saved in:
Bibliographic Details
Published in:Results in control and optimization Vol. 21; p. 100617
Main Authors: Moayeripour, S․Ali, Mirhosseini, S․Mohammad, Ehsanifar, Mohammad, Zeighami, Ehsanollah
Format: Journal Article
Language:English
Published: Elsevier B.V 01.12.2025
Subjects:
Green construction projects
Iran
Multi-objective nonlinear programming
Optimal contractor selection
Overall performance optimization of options
Simultaneous evaluation of criteria and alternatives (SECA)
Optimal contractor selection
Multi-objective nonlinear programming
Iran
Simultaneous evaluation of criteria and alternatives (SECA)
Overall performance optimization of options
Green construction projects
ISSN:2666-7207, 2666-7207
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract This study aims to develop a multi-objective decision-making technique, called Simultaneous Evaluation of Criteria and Alternatives (SECA), to optimally rank green construction project contractors. The SECA approach is formulated as a multi-objective nonlinear programming problem comprising three objective functions: (1) maximizing the overall performance of alternatives, (2) minimizing the deviation of criteria weights from a reference point based on intra-criteria variation information, and (3) minimizing the deviation of criteria weights based on inter-criteria variation information, subject to two constraints on criteria weights. To implement the method, 16 key contractor prequalification criteria were first identified, followed by the selection of 10 qualified applicants. A decision matrix was constructed, and reference points were calculated. Variable weights for criteria and rankings of alternatives were obtained by coding the SECA method in Lingo software, considering different values of β. Determining the optimal β was a critical step, with values ranging from 0.1 to 7 evaluated. Results indicated that the maximum objective function value of 0.786 was achieved at β = 6, with the weight effect of the proposed price criterion being 0.0737. Contractor A3, with a score of 0.8887, was identified as the top-ranked contractor. Overall, the findings indicate that the SECA-based optimization method not only supports decision-makers in improving quality and reducing costs but also enhances transparency and trust in the selection process. By simultaneously evaluating criteria and alternatives and determining objective weights based on standard deviation and inter-criteria correlations, the method strengthens both transparency and reliability through reproducible and comparable analyses.
AbstractList This study aims to develop a multi-objective decision-making technique, called Simultaneous Evaluation of Criteria and Alternatives (SECA), to optimally rank green construction project contractors. The SECA approach is formulated as a multi-objective nonlinear programming problem comprising three objective functions: (1) maximizing the overall performance of alternatives, (2) minimizing the deviation of criteria weights from a reference point based on intra-criteria variation information, and (3) minimizing the deviation of criteria weights based on inter-criteria variation information, subject to two constraints on criteria weights. To implement the method, 16 key contractor prequalification criteria were first identified, followed by the selection of 10 qualified applicants. A decision matrix was constructed, and reference points were calculated. Variable weights for criteria and rankings of alternatives were obtained by coding the SECA method in Lingo software, considering different values of β. Determining the optimal β was a critical step, with values ranging from 0.1 to 7 evaluated. Results indicated that the maximum objective function value of 0.786 was achieved at β = 6, with the weight effect of the proposed price criterion being 0.0737. Contractor A3, with a score of 0.8887, was identified as the top-ranked contractor. Overall, the findings indicate that the SECA-based optimization method not only supports decision-makers in improving quality and reducing costs but also enhances transparency and trust in the selection process. By simultaneously evaluating criteria and alternatives and determining objective weights based on standard deviation and inter-criteria correlations, the method strengthens both transparency and reliability through reproducible and comparable analyses.
ArticleNumber 100617
Author Ehsanifar, Mohammad
Mirhosseini, S․Mohammad
Moayeripour, S․Ali
Zeighami, Ehsanollah
Author_xml – sequence: 1
  givenname: S․Ali
  surname: Moayeripour
  fullname: Moayeripour, S․Ali
  organization: Department of Civil Engineering, Arak Branch, Islamic Azad University, Arak, Iran
– sequence: 2
  givenname: S․Mohammad
  surname: Mirhosseini
  fullname: Mirhosseini, S․Mohammad
  email: mo.mirhosseini@iau.ac.ir
  organization: Department of Civil Engineering, Arak Branch, Islamic Azad University, Arak, Iran
– sequence: 3
  givenname: Mohammad
  surname: Ehsanifar
  fullname: Ehsanifar, Mohammad
  organization: Department of Industrial Engineering, Arak Branch, Islamic Azad University, Arak, Iran
– sequence: 4
  givenname: Ehsanollah
  surname: Zeighami
  fullname: Zeighami, Ehsanollah
  organization: Department of Civil Engineering, Arak Branch, Islamic Azad University, Arak, Iran
BookMark eNp9UMFOAjEUbAwmIvIDnnrUw2LbDS2beCGISkLiQe5Nt32Lxd2WtIWEr_CX7YoHTx5e3stkZvJmrtHAeQcI3VIyoYTyh90kWO0njLBpBgin4gINGee8EIyIwZ_7Co1j3BFC2IzSPEP09QRHaP2-A5ewb_D7cjHH3aFNFutgEwSrsAFto_UOd-rTui3uIH14g5PHfp9sp9r2hCO0oBPW3qWgdPIh4sYHvA0ArkdjCgedepN98LtMjfhuoSLgmA7m9MNdBeXub9Blo9oI4989Qpvn5WbxWqzfXlaL-brQrBKpMFpVJdM1NYrOoORQMaFKUAIYlEKJaW24ZiCMIUCbDNe8VoJU0yoD06YcIXa21cHHGKCR-5CThJOkRPalyp3sS5V9qfJcahY9nkWQHztaCDJqC06DsSEnksbb_-TfUOKGNA
Cites_doi 10.1002/mma.7228
10.1061/(ASCE)0733-9364(2006)132:9(998)
10.1108/ECAM-10-2019-0543
10.3992/jgb.2.3.106
10.1108/MD-05-2017-0458
10.15388/Informatica.2018.167
10.3390/math10030523
10.1002/mma.7305
10.3390/su9101888
10.1080/15623599.2020.1868092
10.1080/014461900407356
10.1016/j.jclepro.2021.129041
10.1007/s13198-024-02249-3
10.1080/014461997373088
10.1061/JCEMD4.COENG-13305
10.1080/014461998371944
10.1016/j.autcon.2013.05.004
10.1139/L07-127
10.1007/s12205-022-1377-6
10.1080/13467581.2022.2087657
10.1007/s40815-017-0312-3
10.1016/j.ijproman.2012.05.004
10.1080/15623599.2019.1610545
10.3846/jcem.2010.05
10.1016/j.ijproman.2008.03.002
10.1109/EMR.2010.5497026
10.7763/LNSE.2014.V2.128
10.1080/10286608.2012.749871
10.1080/0144619042000202852
10.1016/j.proeng.2015.10.064
10.1016/j.chaos.2023.113834
10.1007/s40030-018-0271-1
10.3934/jimo.2024055
10.1016/j.jenvman.2006.12.025
10.1080/01446190902759009
10.1061/(ASCE)0733-9364(2004)130:3(385)
10.1007/s10479-024-05898-6
10.1061/(ASCE)CO.1943-7862.0000488
10.3390/buildings14061861
10.1108/ECAM-01-2016-0013
10.31181/oresta20303048k
10.1016/j.habitatint.2015.01.005
ContentType Journal Article
Copyright 2025
Copyright_xml – notice: 2025
DBID 6I.
AAFTH
AAYXX
CITATION
DOI 10.1016/j.rico.2025.100617
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2666-7207
ExternalDocumentID 10_1016_j_rico_2025_100617
S266672072500102X
GroupedDBID 0R~
6I.
AAEDW
AAFTH
AALRI
AAXUO
AAYWO
ACVFH
ADCNI
ADVLN
AEUPX
AFJKZ
AFPUW
AIGII
AITUG
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
APXCP
EBS
FDB
GROUPED_DOAJ
M~E
OK1
ROL
AAYXX
CITATION
ID FETCH-LOGICAL-c297t-dca932cb1da18e36e927a3ea7e2e37a75bd6c2e7dd0e1fa7eb6ba70959d0e5f3
ISICitedReferencesCount 0
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001597224200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2666-7207
IngestDate Thu Nov 20 00:49:59 EST 2025
Sat Nov 08 18:06:38 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Optimal contractor selection
Multi-objective nonlinear programming
Iran
Simultaneous evaluation of criteria and alternatives (SECA)
Overall performance optimization of options
Green construction projects
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c297t-dca932cb1da18e36e927a3ea7e2e37a75bd6c2e7dd0e1fa7eb6ba70959d0e5f3
OpenAccessLink http://dx.doi.org/10.1016/j.rico.2025.100617
ParticipantIDs crossref_primary_10_1016_j_rico_2025_100617
elsevier_sciencedirect_doi_10_1016_j_rico_2025_100617
PublicationCentury 2000
PublicationDate December 2025
2025-12-00
PublicationDateYYYYMMDD 2025-12-01
PublicationDate_xml – month: 12
  year: 2025
  text: December 2025
PublicationDecade 2020
PublicationTitle Results in control and optimization
PublicationYear 2025
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References Alzober, Yaakub (bib0044) 2014; 2
Gan (bib0034) 2015; 47
Nalewaik, Venters (bib0039) 2010; 38
Alsugair (bib0043) 1999; 15
Treanta, Ciontescu (bib0010) 2024; 20
Naji, Gunduz, Falamarzi (bib0019) 2022; 26
Pavić, Novoselac (bib0051) 2013; 1
Taylan (bib0003) 2018; 20
Cheng, Li (bib0025) 2004; 22
Ciontescu, Treanţă (bib0011) 2023; 12
Azbari (bib0049) 2021; 321
Kog, Yaman (bib0028) 2016; 23
Keshavarz-Ghorabaee (bib0050) 2018; 29
Valipour, Jamali (bib0016) 2021; 8
Jennings, Holt (bib0047) 1998; 16
Plebankiewicz, Zima, Skibniewski (bib55) 2015; 123
Krishna Rao, Kumar, Rathish Kumar (bib0008) 2018; 99
Hatush, Skitmore (bib0005) 1997; 15
Hwang, Ng (bib0035) 2013; 31
Beljkas (bib0021) 2019
Abu Arqub (bib0053) 2023; 46
Yazdani (bib0052) 2019; 57
Wong, Holt, Harris (bib0036) 2001; 8
Guo (bib0012) 2023; 174
Ahn, Pearce (bib0001) 2007; 2
Abu Arqub, Singh, Alhodaly (bib0054) 2023; 46
Nair, Jahan (bib0015) 2023; 7
Fawzy (bib0002) 2024; 15
Shen (bib0026) 2004; 130
Treanţă, Mishra, Upadhyay (bib0023) 2022; 10
Watt, Kayis, Willey (bib0037) 2009; 27
El-Sayegh (bib0013) 2021; 21
Naghizadeh Vardin, Ansari, Khalilzadeh (bib0017) 2023; 53
Koc, Ekmekcioglu, Işık (bib0018) 2023; 149
Acheamfour, Adjei-Kumi, Kissi (bib0022) 2023; 23
Smith (bib0027) 2005
San Cristóbal (bib0029) 2012; 138
Tafazzoli (bib0009) 2024; 14
Dallasega, Rauch (bib0032) 2017; 9
Kishore (bib0014) 2020; 3
Fong, Choi (bib0031) 2000; 18
Jain, Jauhar, Piyush (bib0006) 2024; 338
Alshamrani (bib0007) 2023; 22
Plebankiewicz (bib0041) 2010; 16
Zou, Moon (bib0048) 2014; 31
Demirkesen, Bayhan (bib0004) 2019
Bendana, del Cano, La Cruz (bib0042) 2008; 35
Ding (bib0033) 2008; 86
Mahdi (bib0038) 2002; 9
Gurgun, Koc (bib0020) 2020; 27
Puri, Tiwari (bib0030) 2014; 3
Chen (bib0046) 2023; 45
El-Sayegh (bib0045) 2009; 27
Huang (bib0024) 2013; 35
Singh, Tiong (bib0040) 2006; 132
Watt (10.1016/j.rico.2025.100617_bib0037) 2009; 27
Mahdi (10.1016/j.rico.2025.100617_bib0038) 2002; 9
Cheng (10.1016/j.rico.2025.100617_bib0025) 2004; 22
Krishna Rao (10.1016/j.rico.2025.100617_bib0008) 2018; 99
Wong (10.1016/j.rico.2025.100617_bib0036) 2001; 8
Alsugair (10.1016/j.rico.2025.100617_bib0043) 1999; 15
Kishore (10.1016/j.rico.2025.100617_bib0014) 2020; 3
Plebankiewicz (10.1016/j.rico.2025.100617_bib55) 2015; 123
Zou (10.1016/j.rico.2025.100617_bib0048) 2014; 31
Demirkesen (10.1016/j.rico.2025.100617_bib0004) 2019
Plebankiewicz (10.1016/j.rico.2025.100617_bib0041) 2010; 16
Singh (10.1016/j.rico.2025.100617_bib0040) 2006; 132
Koc (10.1016/j.rico.2025.100617_bib0018) 2023; 149
Naghizadeh Vardin (10.1016/j.rico.2025.100617_bib0017) 2023; 53
Alzober (10.1016/j.rico.2025.100617_bib0044) 2014; 2
Abu Arqub (10.1016/j.rico.2025.100617_bib0054) 2023; 46
Valipour (10.1016/j.rico.2025.100617_bib0016) 2021; 8
Huang (10.1016/j.rico.2025.100617_bib0024) 2013; 35
Smith (10.1016/j.rico.2025.100617_bib0027) 2005
Guo (10.1016/j.rico.2025.100617_bib0012) 2023; 174
Fawzy (10.1016/j.rico.2025.100617_bib0002) 2024; 15
El-Sayegh (10.1016/j.rico.2025.100617_bib0045) 2009; 27
Acheamfour (10.1016/j.rico.2025.100617_bib0022) 2023; 23
Hatush (10.1016/j.rico.2025.100617_bib0005) 1997; 15
Gurgun (10.1016/j.rico.2025.100617_bib0020) 2020; 27
San Cristóbal (10.1016/j.rico.2025.100617_bib0029) 2012; 138
Ciontescu (10.1016/j.rico.2025.100617_bib0011) 2023; 12
Treanta (10.1016/j.rico.2025.100617_bib0010) 2024; 20
Ding (10.1016/j.rico.2025.100617_bib0033) 2008; 86
Abu Arqub (10.1016/j.rico.2025.100617_bib0053) 2023; 46
Shen (10.1016/j.rico.2025.100617_bib0026) 2004; 130
Puri (10.1016/j.rico.2025.100617_bib0030) 2014; 3
Nalewaik (10.1016/j.rico.2025.100617_bib0039) 2010; 38
Yazdani (10.1016/j.rico.2025.100617_bib0052) 2019; 57
Treanţă (10.1016/j.rico.2025.100617_bib0023) 2022; 10
Jennings (10.1016/j.rico.2025.100617_bib0047) 1998; 16
Alshamrani (10.1016/j.rico.2025.100617_bib0007) 2023; 22
Beljkas (10.1016/j.rico.2025.100617_bib0021) 2019
El-Sayegh (10.1016/j.rico.2025.100617_bib0013) 2021; 21
Pavić (10.1016/j.rico.2025.100617_bib0051) 2013; 1
Tafazzoli (10.1016/j.rico.2025.100617_bib0009) 2024; 14
Kog (10.1016/j.rico.2025.100617_bib0028) 2016; 23
Hwang (10.1016/j.rico.2025.100617_bib0035) 2013; 31
Fong (10.1016/j.rico.2025.100617_bib0031) 2000; 18
Ahn (10.1016/j.rico.2025.100617_bib0001) 2007; 2
Gan (10.1016/j.rico.2025.100617_bib0034) 2015; 47
Chen (10.1016/j.rico.2025.100617_bib0046) 2023; 45
Jain (10.1016/j.rico.2025.100617_bib0006) 2024; 338
Bendana (10.1016/j.rico.2025.100617_bib0042) 2008; 35
Taylan (10.1016/j.rico.2025.100617_bib0003) 2018; 20
Nair (10.1016/j.rico.2025.100617_bib0015) 2023; 7
Naji (10.1016/j.rico.2025.100617_bib0019) 2022; 26
Dallasega (10.1016/j.rico.2025.100617_bib0032) 2017; 9
Keshavarz-Ghorabaee (10.1016/j.rico.2025.100617_bib0050) 2018; 29
Azbari (10.1016/j.rico.2025.100617_bib0049) 2021; 321
References_xml – volume: 22
  start-page: 1021
  year: 2004
  end-page: 1032
  ident: bib0025
  article-title: Contractor selection using the analytic network process
  publication-title: Construct Manag Econ
– volume: 123
  start-page: 405
  year: 2015
  end-page: 414
  ident: bib55
  article-title: Analysis of the first Polish BIM-Based cost estimation application
  publication-title: Proc Eng
– volume: 46
  start-page: 7807
  year: 2023
  end-page: 7834
  ident: bib0054
  article-title: Adaptation of kernel functions-based approach with Atangana–Baleanu–Caputo distributed order derivative for solutions of fuzzy fractional Volterra and Fredholm integrodifferential equations
  publication-title: Math Methods Appl Sci
– volume: 57
  start-page: 2501
  year: 2019
  end-page: 2519
  ident: bib0052
  article-title: A combined compromise solution (CoCoSo) method for multi-criteria decision-making problems
  publication-title: Manag Decis
– volume: 8
  start-page: 251
  year: 2021
  end-page: 274
  ident: bib0016
  article-title: Hybrid Swara-Copras method for construction contractors selection: South Zagros Company case study
  publication-title: J Struct Construct Eng
– volume: 27
  start-page: 250
  year: 2009
  end-page: 260
  ident: bib0037
  article-title: Identifying key factors in the evaluation of tenders for projects and services
  publication-title: Int J Proj Manag
– volume: 27
  start-page: 385
  year: 2009
  end-page: 398
  ident: bib0045
  article-title: Multi-criteria decision support model for selecting the appropriate construction management at risk firm
  publication-title: Construct Manag Econ
– volume: 99
  start-page: 67
  year: 2018
  end-page: 78
  ident: bib0008
  article-title: Optimal contractor selection in construction industry: the fuzzy way
  publication-title: J Inst Eng (India) Ser A
– volume: 35
  start-page: 254
  year: 2013
  end-page: 262
  ident: bib0024
  article-title: Contractor financial prequalification using simulation method based on cash flow model
  publication-title: Autom Constr
– start-page: R41
  year: 2005
  ident: bib0027
  article-title: The CM@ risk contractor: in the driver's seat of the CM@ risk team
– year: 2019
  ident: bib0004
  article-title: Subcontractor selection with choosing-by-advantages (CBA) method
  publication-title: Proceedings of the
– volume: 23
  start-page: 338
  year: 2023
  end-page: 348
  ident: bib0022
  article-title: Contractor selection: a review of qualification and pre-qualification systems
  publication-title: Int J Construct Manag
– volume: 27
  start-page: 1377
  year: 2020
  end-page: 1400
  ident: bib0020
  article-title: Contractor prequalification for green buildings—Evidence from Turkey
  publication-title: Eng Construct Archit Manag
– volume: 1
  start-page: 5
  year: 2013
  end-page: 12
  ident: bib0051
  article-title: Notes on TOPSIS method
  publication-title: Int J Res Eng Sci
– volume: 3
  start-page: 44
  year: 2014
  end-page: 48
  ident: bib0030
  article-title: Evaluating the criteria for contractors’ selection and bid evaluation
  publication-title: Int J Eng Sci Invent
– volume: 31
  start-page: 5
  year: 2014
  end-page: 23
  ident: bib0048
  article-title: Hierarchical evaluation of on-site environmental performance to enhance a green construction operation
  publication-title: Civ Eng Environ Syst
– volume: 20
  start-page: 3317
  year: 2024
  end-page: 3336
  ident: bib0010
  article-title: On optimal control problems with generalized invariant convex interval-valued functionals
  publication-title: J Ind Manag Optim
– volume: 10
  start-page: 523
  year: 2022
  ident: bib0023
  article-title: Minty variational principle for nonsmooth interval-valued vector optimization problems on Hadamard manifolds
  publication-title: Mathematics
– volume: 47
  start-page: 61
  year: 2015
  end-page: 68
  ident: bib0034
  article-title: Why sustainable construction? Why not? An owner's perspective
  publication-title: Habitat Int
– volume: 46
  start-page: 7965
  year: 2023
  end-page: 7986
  ident: bib0053
  article-title: Reproducing kernel approach for numerical solutions of fuzzy fractional initial value problems under the Mittag–Leffler kernel differential operator
  publication-title: Math Methods Appl Sci
– volume: 20
  start-page: 1267
  year: 2018
  end-page: 1281
  ident: bib0003
  article-title: Contractor selection for construction projects using consensus tools and big data
  publication-title: Int J Fuzzy Syst
– volume: 22
  start-page: 1545
  year: 2023
  end-page: 1563
  ident: bib0007
  article-title: Development of a pre-qualification and selection framework for construction projects’ contractors in Saudi Arabia
  publication-title: J Asian Archit Build Eng
– volume: 23
  start-page: 709
  year: 2016
  end-page: 726
  ident: bib0028
  article-title: A multi-agent systems-based contractor pre-qualification model
  publication-title: Eng Construct Archit Manag
– volume: 86
  start-page: 451
  year: 2008
  end-page: 464
  ident: bib0033
  article-title: Sustainable construction—The role of environmental assessment tools
  publication-title: J Environ Manage
– volume: 15
  start-page: 72
  year: 1999
  end-page: 78
  ident: bib0043
  article-title: Framework for evaluating bids of construction contractors
  publication-title: J Manag Eng
– volume: 149
  year: 2023
  ident: bib0018
  article-title: Developing a hybrid fuzzy decision-making model for sustainable circular contractor selection
  publication-title: J Constr Eng Manag
– volume: 12
  year: 2023
  ident: bib0011
  article-title: On some connections between interval-valued variational control problems and the associated inequalities
  publication-title: Results Control Optim
– volume: 3
  start-page: 48
  year: 2020
  end-page: 64
  ident: bib0014
  article-title: Designing a framework for subcontractor’s selection in construction projects using MCDM model
  publication-title: Oper Res Eng Sci Theory Appl
– volume: 31
  start-page: 272
  year: 2013
  end-page: 284
  ident: bib0035
  article-title: Project management knowledge and skills for green construction: overcoming challenges
  publication-title: Int J Proj Manag
– volume: 8
  start-page: 257
  year: 2001
  end-page: 271
  ident: bib0036
  article-title: Multi-criteria selection or lowest price? Investigation of UK construction clients' tender evaluation preferences
  publication-title: Eng Construct Archit Manag
– volume: 174
  year: 2023
  ident: bib0012
  article-title: Solving nonsmooth interval optimization problems based on interval-valued symmetric invexity
  publication-title: Chaos Solitons Fractals
– volume: 9
  start-page: 29
  year: 2002
  end-page: 37
  ident: bib0038
  article-title: A multi-criteria approach to contractor selection
  publication-title: Eng Construct Archit Manag
– volume: 14
  start-page: 1861
  year: 2024
  ident: bib0009
  article-title: Enhancing contractor selection through fuzzy TOPSIS and fuzzy SAW techniques
  publication-title: Buildings
– volume: 15
  start-page: 2351
  year: 2024
  end-page: 2365
  ident: bib0002
  article-title: Contractor selection by using multi-criteria decision-making for Egyptian road maintenance
  publication-title: Int J Syst Assur Eng Manag
– volume: 7
  start-page: 31
  year: 2023
  end-page: 46
  ident: bib0015
  article-title: Evaluation and selection of construction contractors with a multi-criteria decision-making approach
  publication-title: New Approaches Civ Eng
– volume: 21
  start-page: 1240
  year: 2021
  end-page: 1250
  ident: bib0013
  article-title: Key contractor selection criteria for green construction projects in the UAE
  publication-title: Int J Construct Manag
– volume: 130
  start-page: 385
  year: 2004
  end-page: 393
  ident: bib0026
  article-title: Awarding construction contracts on multicriteria basis in China
  publication-title: J Constr Eng Manag
– volume: 29
  start-page: 265
  year: 2018
  end-page: 280
  ident: bib0050
  article-title: Simultaneous evaluation of criteria and alternatives (SECA) for multi-criteria decision-making
  publication-title: Informatica
– volume: 53
  start-page: 13
  year: 2023
  end-page: 30
  ident: bib0017
  article-title: Optimization of contractor selection process in Iranian law of tenders utilizing VIKOR method (Case study: water industries in East Azerbaijan Province)
  publication-title: J Civ Environ Eng
– volume: 15
  start-page: 19
  year: 1997
  end-page: 38
  ident: bib0005
  article-title: Criteria for contractor selection
  publication-title: Construct Manag Econ
– volume: 16
  start-page: 651
  year: 1998
  end-page: 660
  ident: bib0047
  article-title: Prequalification and multi-criteria selection: a measure of contractors' opinions
  publication-title: Construct Manag Econ
– volume: 16
  start-page: 57
  year: 2010
  end-page: 64
  ident: bib0041
  article-title: Construction contractor prequalification from polish clients’ perspective
  publication-title: J Civ Eng Manag
– volume: 9
  start-page: 1888
  year: 2017
  ident: bib0032
  article-title: Sustainable construction supply chains through synchronized production planning and control in engineer-to-order enterprises
  publication-title: Sustainability
– volume: 26
  start-page: 3677
  year: 2022
  end-page: 3690
  ident: bib0019
  article-title: Assessment of construction project contractor selection success factors considering their interconnections
  publication-title: KSCE J Civ Eng
– volume: 138
  start-page: 751
  year: 2012
  end-page: 758
  ident: bib0029
  article-title: Contractor selection using multicriteria decision-making methods
  publication-title: J Constr Eng Manag
– volume: 35
  start-page: 473
  year: 2008
  end-page: 486
  ident: bib0042
  article-title: Contractor selection: fuzzy-control approach
  publication-title: Can J Civ Eng
– volume: 321
  year: 2021
  ident: bib0049
  article-title: Optimal wastewater allocation with the development of an SECA multi-criteria decision-making method
  publication-title: J Clean Prod
– year: 2019
  ident: bib0021
  article-title: Application of fuzzy logic on selection of contractors for construction of high rise buildings
  publication-title: Proceedings of the
– volume: 132
  start-page: 998
  year: 2006
  end-page: 1008
  ident: bib0040
  article-title: Contractor selection criteria: investigation of opinions of Singapore construction practitioners
  publication-title: J Constr Eng Manag
– volume: 2
  start-page: 233
  year: 2014
  ident: bib0044
  article-title: Integrated model for selection the prequalification criteria of contractor
  publication-title: Lecture Notes Softw Eng
– volume: 45
  start-page: 3233
  year: 2023
  end-page: 3245
  ident: bib0046
  article-title: An integrated fuzzy group decision-making model for construction enterprise contractor selection based on EDAS method and information entropy
  publication-title: J Intell Fuzzy Syst
– volume: 38
  start-page: 77
  year: 2010
  end-page: 87
  ident: bib0039
  article-title: Cost benefits of building green
  publication-title: IEEE Eng Manag Rev
– volume: 18
  start-page: 547
  year: 2000
  end-page: 557
  ident: bib0031
  article-title: Final contractor selection using the analytical hierarchy process
  publication-title: Construct Manag Econ
– volume: 2
  start-page: 106
  year: 2007
  end-page: 122
  ident: bib0001
  article-title: Green construction: contractor experiences, expectations, and perceptions
  publication-title: J Green Build
– volume: 338
  start-page: 225
  year: 2024
  end-page: 267
  ident: bib0006
  article-title: A machine-learning-based framework for contractor selection and order allocation in public construction projects considering sustainability, risk, and safety
  publication-title: Ann Oper Res
– volume: 46
  start-page: 7807
  issue: 7
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0054
  article-title: Adaptation of kernel functions-based approach with Atangana–Baleanu–Caputo distributed order derivative for solutions of fuzzy fractional Volterra and Fredholm integrodifferential equations
  publication-title: Math Methods Appl Sci
  doi: 10.1002/mma.7228
– volume: 132
  start-page: 998
  issue: 9
  year: 2006
  ident: 10.1016/j.rico.2025.100617_bib0040
  article-title: Contractor selection criteria: investigation of opinions of Singapore construction practitioners
  publication-title: J Constr Eng Manag
  doi: 10.1061/(ASCE)0733-9364(2006)132:9(998)
– volume: 27
  start-page: 1377
  issue: 6
  year: 2020
  ident: 10.1016/j.rico.2025.100617_bib0020
  article-title: Contractor prequalification for green buildings—Evidence from Turkey
  publication-title: Eng Construct Archit Manag
  doi: 10.1108/ECAM-10-2019-0543
– volume: 2
  start-page: 106
  issue: 3
  year: 2007
  ident: 10.1016/j.rico.2025.100617_bib0001
  article-title: Green construction: contractor experiences, expectations, and perceptions
  publication-title: J Green Build
  doi: 10.3992/jgb.2.3.106
– volume: 57
  start-page: 2501
  issue: 9
  year: 2019
  ident: 10.1016/j.rico.2025.100617_bib0052
  article-title: A combined compromise solution (CoCoSo) method for multi-criteria decision-making problems
  publication-title: Manag Decis
  doi: 10.1108/MD-05-2017-0458
– volume: 29
  start-page: 265
  issue: 2
  year: 2018
  ident: 10.1016/j.rico.2025.100617_bib0050
  article-title: Simultaneous evaluation of criteria and alternatives (SECA) for multi-criteria decision-making
  publication-title: Informatica
  doi: 10.15388/Informatica.2018.167
– volume: 10
  start-page: 523
  issue: 3
  year: 2022
  ident: 10.1016/j.rico.2025.100617_bib0023
  article-title: Minty variational principle for nonsmooth interval-valued vector optimization problems on Hadamard manifolds
  publication-title: Mathematics
  doi: 10.3390/math10030523
– volume: 46
  start-page: 7965
  issue: 7
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0053
  article-title: Reproducing kernel approach for numerical solutions of fuzzy fractional initial value problems under the Mittag–Leffler kernel differential operator
  publication-title: Math Methods Appl Sci
  doi: 10.1002/mma.7305
– volume: 9
  start-page: 1888
  issue: 10
  year: 2017
  ident: 10.1016/j.rico.2025.100617_bib0032
  article-title: Sustainable construction supply chains through synchronized production planning and control in engineer-to-order enterprises
  publication-title: Sustainability
  doi: 10.3390/su9101888
– volume: 23
  start-page: 338
  issue: 2
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0022
  article-title: Contractor selection: a review of qualification and pre-qualification systems
  publication-title: Int J Construct Manag
  doi: 10.1080/15623599.2020.1868092
– volume: 8
  start-page: 257
  issue: 4
  year: 2001
  ident: 10.1016/j.rico.2025.100617_bib0036
  article-title: Multi-criteria selection or lowest price? Investigation of UK construction clients' tender evaluation preferences
  publication-title: Eng Construct Archit Manag
– volume: 45
  start-page: 3233
  issue: 2
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0046
  article-title: An integrated fuzzy group decision-making model for construction enterprise contractor selection based on EDAS method and information entropy
  publication-title: J Intell Fuzzy Syst
– volume: 18
  start-page: 547
  issue: 5
  year: 2000
  ident: 10.1016/j.rico.2025.100617_bib0031
  article-title: Final contractor selection using the analytical hierarchy process
  publication-title: Construct Manag Econ
  doi: 10.1080/014461900407356
– volume: 321
  year: 2021
  ident: 10.1016/j.rico.2025.100617_bib0049
  article-title: Optimal wastewater allocation with the development of an SECA multi-criteria decision-making method
  publication-title: J Clean Prod
  doi: 10.1016/j.jclepro.2021.129041
– volume: 3
  start-page: 44
  issue: 7
  year: 2014
  ident: 10.1016/j.rico.2025.100617_bib0030
  article-title: Evaluating the criteria for contractors’ selection and bid evaluation
  publication-title: Int J Eng Sci Invent
– volume: 15
  start-page: 2351
  issue: 6
  year: 2024
  ident: 10.1016/j.rico.2025.100617_bib0002
  article-title: Contractor selection by using multi-criteria decision-making for Egyptian road maintenance
  publication-title: Int J Syst Assur Eng Manag
  doi: 10.1007/s13198-024-02249-3
– year: 2019
  ident: 10.1016/j.rico.2025.100617_bib0021
  article-title: Application of fuzzy logic on selection of contractors for construction of high rise buildings
– volume: 15
  start-page: 19
  issue: 1
  year: 1997
  ident: 10.1016/j.rico.2025.100617_bib0005
  article-title: Criteria for contractor selection
  publication-title: Construct Manag Econ
  doi: 10.1080/014461997373088
– volume: 8
  start-page: 251
  issue: Special Issue 1
  year: 2021
  ident: 10.1016/j.rico.2025.100617_bib0016
  article-title: Hybrid Swara-Copras method for construction contractors selection: South Zagros Company case study
  publication-title: J Struct Construct Eng
– volume: 149
  issue: 10
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0018
  article-title: Developing a hybrid fuzzy decision-making model for sustainable circular contractor selection
  publication-title: J Constr Eng Manag
  doi: 10.1061/JCEMD4.COENG-13305
– volume: 16
  start-page: 651
  issue: 6
  year: 1998
  ident: 10.1016/j.rico.2025.100617_bib0047
  article-title: Prequalification and multi-criteria selection: a measure of contractors' opinions
  publication-title: Construct Manag Econ
  doi: 10.1080/014461998371944
– volume: 35
  start-page: 254
  year: 2013
  ident: 10.1016/j.rico.2025.100617_bib0024
  article-title: Contractor financial prequalification using simulation method based on cash flow model
  publication-title: Autom Constr
  doi: 10.1016/j.autcon.2013.05.004
– volume: 53
  start-page: 13
  issue: 110
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0017
  article-title: Optimization of contractor selection process in Iranian law of tenders utilizing VIKOR method (Case study: water industries in East Azerbaijan Province)
  publication-title: J Civ Environ Eng
– volume: 35
  start-page: 473
  issue: 5
  year: 2008
  ident: 10.1016/j.rico.2025.100617_bib0042
  article-title: Contractor selection: fuzzy-control approach
  publication-title: Can J Civ Eng
  doi: 10.1139/L07-127
– volume: 26
  start-page: 3677
  issue: 9
  year: 2022
  ident: 10.1016/j.rico.2025.100617_bib0019
  article-title: Assessment of construction project contractor selection success factors considering their interconnections
  publication-title: KSCE J Civ Eng
  doi: 10.1007/s12205-022-1377-6
– volume: 22
  start-page: 1545
  issue: 3
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0007
  article-title: Development of a pre-qualification and selection framework for construction projects’ contractors in Saudi Arabia
  publication-title: J Asian Archit Build Eng
  doi: 10.1080/13467581.2022.2087657
– volume: 20
  start-page: 1267
  issue: 4
  year: 2018
  ident: 10.1016/j.rico.2025.100617_bib0003
  article-title: Contractor selection for construction projects using consensus tools and big data
  publication-title: Int J Fuzzy Syst
  doi: 10.1007/s40815-017-0312-3
– volume: 12
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0011
  article-title: On some connections between interval-valued variational control problems and the associated inequalities
  publication-title: Results Control Optim
– volume: 31
  start-page: 272
  issue: 2
  year: 2013
  ident: 10.1016/j.rico.2025.100617_bib0035
  article-title: Project management knowledge and skills for green construction: overcoming challenges
  publication-title: Int J Proj Manag
  doi: 10.1016/j.ijproman.2012.05.004
– volume: 21
  start-page: 1240
  issue: 12
  year: 2021
  ident: 10.1016/j.rico.2025.100617_bib0013
  article-title: Key contractor selection criteria for green construction projects in the UAE
  publication-title: Int J Construct Manag
  doi: 10.1080/15623599.2019.1610545
– year: 2019
  ident: 10.1016/j.rico.2025.100617_bib0004
  article-title: Subcontractor selection with choosing-by-advantages (CBA) method
– start-page: R41
  year: 2005
  ident: 10.1016/j.rico.2025.100617_bib0027
– volume: 16
  start-page: 57
  issue: 1
  year: 2010
  ident: 10.1016/j.rico.2025.100617_bib0041
  article-title: Construction contractor prequalification from polish clients’ perspective
  publication-title: J Civ Eng Manag
  doi: 10.3846/jcem.2010.05
– volume: 27
  start-page: 250
  issue: 3
  year: 2009
  ident: 10.1016/j.rico.2025.100617_bib0037
  article-title: Identifying key factors in the evaluation of tenders for projects and services
  publication-title: Int J Proj Manag
  doi: 10.1016/j.ijproman.2008.03.002
– volume: 9
  start-page: 29
  issue: 1
  year: 2002
  ident: 10.1016/j.rico.2025.100617_bib0038
  article-title: A multi-criteria approach to contractor selection
  publication-title: Eng Construct Archit Manag
– volume: 38
  start-page: 77
  issue: 2
  year: 2010
  ident: 10.1016/j.rico.2025.100617_bib0039
  article-title: Cost benefits of building green
  publication-title: IEEE Eng Manag Rev
  doi: 10.1109/EMR.2010.5497026
– volume: 2
  start-page: 233
  issue: 3
  year: 2014
  ident: 10.1016/j.rico.2025.100617_bib0044
  article-title: Integrated model for selection the prequalification criteria of contractor
  publication-title: Lecture Notes Softw Eng
  doi: 10.7763/LNSE.2014.V2.128
– volume: 31
  start-page: 5
  issue: 1
  year: 2014
  ident: 10.1016/j.rico.2025.100617_bib0048
  article-title: Hierarchical evaluation of on-site environmental performance to enhance a green construction operation
  publication-title: Civ Eng Environ Syst
  doi: 10.1080/10286608.2012.749871
– volume: 22
  start-page: 1021
  issue: 10
  year: 2004
  ident: 10.1016/j.rico.2025.100617_bib0025
  article-title: Contractor selection using the analytic network process
  publication-title: Construct Manag Econ
  doi: 10.1080/0144619042000202852
– volume: 123
  start-page: 405
  year: 2015
  ident: 10.1016/j.rico.2025.100617_bib55
  article-title: Analysis of the first Polish BIM-Based cost estimation application
  publication-title: Proc Eng
  doi: 10.1016/j.proeng.2015.10.064
– volume: 174
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0012
  article-title: Solving nonsmooth interval optimization problems based on interval-valued symmetric invexity
  publication-title: Chaos Solitons Fractals
  doi: 10.1016/j.chaos.2023.113834
– volume: 99
  start-page: 67
  issue: 1
  year: 2018
  ident: 10.1016/j.rico.2025.100617_bib0008
  article-title: Optimal contractor selection in construction industry: the fuzzy way
  publication-title: J Inst Eng (India) Ser A
  doi: 10.1007/s40030-018-0271-1
– volume: 20
  start-page: 3317
  year: 2024
  ident: 10.1016/j.rico.2025.100617_bib0010
  article-title: On optimal control problems with generalized invariant convex interval-valued functionals
  publication-title: J Ind Manag Optim
  doi: 10.3934/jimo.2024055
– volume: 86
  start-page: 451
  issue: 3
  year: 2008
  ident: 10.1016/j.rico.2025.100617_bib0033
  article-title: Sustainable construction—The role of environmental assessment tools
  publication-title: J Environ Manage
  doi: 10.1016/j.jenvman.2006.12.025
– volume: 27
  start-page: 385
  issue: 4
  year: 2009
  ident: 10.1016/j.rico.2025.100617_bib0045
  article-title: Multi-criteria decision support model for selecting the appropriate construction management at risk firm
  publication-title: Construct Manag Econ
  doi: 10.1080/01446190902759009
– volume: 15
  start-page: 72
  issue: 2
  year: 1999
  ident: 10.1016/j.rico.2025.100617_bib0043
  article-title: Framework for evaluating bids of construction contractors
  publication-title: J Manag Eng
– volume: 130
  start-page: 385
  issue: 3
  year: 2004
  ident: 10.1016/j.rico.2025.100617_bib0026
  article-title: Awarding construction contracts on multicriteria basis in China
  publication-title: J Constr Eng Manag
  doi: 10.1061/(ASCE)0733-9364(2004)130:3(385)
– volume: 338
  start-page: 225
  issue: 1
  year: 2024
  ident: 10.1016/j.rico.2025.100617_bib0006
  article-title: A machine-learning-based framework for contractor selection and order allocation in public construction projects considering sustainability, risk, and safety
  publication-title: Ann Oper Res
  doi: 10.1007/s10479-024-05898-6
– volume: 138
  start-page: 751
  issue: 6
  year: 2012
  ident: 10.1016/j.rico.2025.100617_bib0029
  article-title: Contractor selection using multicriteria decision-making methods
  publication-title: J Constr Eng Manag
  doi: 10.1061/(ASCE)CO.1943-7862.0000488
– volume: 14
  start-page: 1861
  issue: 6
  year: 2024
  ident: 10.1016/j.rico.2025.100617_bib0009
  article-title: Enhancing contractor selection through fuzzy TOPSIS and fuzzy SAW techniques
  publication-title: Buildings
  doi: 10.3390/buildings14061861
– volume: 1
  start-page: 5
  issue: 2
  year: 2013
  ident: 10.1016/j.rico.2025.100617_bib0051
  article-title: Notes on TOPSIS method
  publication-title: Int J Res Eng Sci
– volume: 23
  start-page: 709
  issue: 6
  year: 2016
  ident: 10.1016/j.rico.2025.100617_bib0028
  article-title: A multi-agent systems-based contractor pre-qualification model
  publication-title: Eng Construct Archit Manag
  doi: 10.1108/ECAM-01-2016-0013
– volume: 7
  start-page: 31
  issue: 1
  year: 2023
  ident: 10.1016/j.rico.2025.100617_bib0015
  article-title: Evaluation and selection of construction contractors with a multi-criteria decision-making approach
  publication-title: New Approaches Civ Eng
– volume: 3
  start-page: 48
  issue: 3
  year: 2020
  ident: 10.1016/j.rico.2025.100617_bib0014
  article-title: Designing a framework for subcontractor’s selection in construction projects using MCDM model
  publication-title: Oper Res Eng Sci Theory Appl
  doi: 10.31181/oresta20303048k
– volume: 47
  start-page: 61
  year: 2015
  ident: 10.1016/j.rico.2025.100617_bib0034
  article-title: Why sustainable construction? Why not? An owner's perspective
  publication-title: Habitat Int
  doi: 10.1016/j.habitatint.2015.01.005
SSID ssj0002811281
Score 2.3104382
Snippet This study aims to develop a multi-objective decision-making technique, called Simultaneous Evaluation of Criteria and Alternatives (SECA), to optimally rank...
SourceID crossref
elsevier
SourceType Index Database
Publisher
StartPage 100617
SubjectTerms Green construction projects
Iran
Multi-objective nonlinear programming
Optimal contractor selection
Overall performance optimization of options
Simultaneous evaluation of criteria and alternatives (SECA)
Title Development of SECA multi criteria decision making method to optimally select contractors for green construction projects (Case study for Iran)
URI https://dx.doi.org/10.1016/j.rico.2025.100617
Volume 21
WOSCitedRecordID wos001597224200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 2666-7207
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002811281
  issn: 2666-7207
  databaseCode: DOA
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2666-7207
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002811281
  issn: 2666-7207
  databaseCode: M~E
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELbKwgEOiKd2eax84ACKUjVpE8fHqloEh10h1MOKS-TEDs2qSaq2Wi0X_gK_lxszYycNVUHsgUtUOa7jer6Mx9NvZhh7U2idKTWWvsiSkT8pRgm8czL2A52YsVHCRCqnYhPi4iK5vJSfBoOfbSzM9VLUdXJzI1f_VdTQBsLG0NlbiLsbFBrgMwgdriB2uP6T4Hs0IIpIOZtNLW3QAwWBmZmVp11hHa-iWlSujDSaoQ1okEotl9-8DRXIsVR2V5MHGYlfkaeDrV3iWc85c8h9O4NN0aaspd4f1-hflX0L-LPZwGSIhdvS5NF3Tw92MaEdCBoFB4JyBb-anLSOmDGdTJdl16dcL2CfNyWVpur1OW8WqqqU7o4Mi42qy8LyyfdvfkEHsapoCOqIb8ei7xEJox67hBQn2ByxL0JbTXdoDrQ5zW9js53qDsiaO7irWAfH1RB2JowXDaPhrvPvKbz3ttaO8Nhy6a5SHCPFMVI7xh12NxSRRDbi-fedezBMAvyPE0sjtjN3IV-Wnbg_lcNmVc9Umj9iD90Zh08tNh-zgamfsAe9zJdP2Y8eSnlTcEQpJ5TyFqW8RSm3KOUWpXzb8A6l3KKU91DKAXecUMr7KOUtSvlbxCgnjFJfxOi7Z2z-_mw---C72iB-Hkqx9XWu4OSRZ4FWAWiV2MhQKFIuoRkLJaJMx3lohNYjExQKK_9kSqDTGxqiYvycHdVNbY4ZF9LEUsFyZ5mZCClkMipGclLIcRAVQaxPmNeubLqyGWDSP4vzhEXt4qfOhrW2aQpg-sv3XtzqKS_Z_R3wX7EjWEvzmt3Lr7flZn1KfqVTwtMvmVTEoQ
linkProvider ISSN International Centre
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Development+of+SECA+multi+criteria+decision+making+method+to+optimally+select+contractors+for+green+construction+projects+%28Case+study+for+Iran%29&rft.jtitle=Results+in+control+and+optimization&rft.au=Moayeripour%2C+S%E2%80%A4Ali&rft.au=Mirhosseini%2C+S%E2%80%A4Mohammad&rft.au=Ehsanifar%2C+Mohammad&rft.au=Zeighami%2C+Ehsanollah&rft.date=2025-12-01&rft.issn=2666-7207&rft.eissn=2666-7207&rft.volume=21&rft.spage=100617&rft_id=info:doi/10.1016%2Fj.rico.2025.100617&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_rico_2025_100617
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2666-7207&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2666-7207&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2666-7207&client=summon