New network interface selection based on MADM and multi-objective whale optimization algorithm in heterogeneous wireless networks

Multi-attribute decision-making (MADM) approaches are commonly used to model and solve the network interface selection problem in heterogeneous wireless networks. Despite their importance and advantages to deal with this issue, they suffer from the rank reversal problem (RRP) and the selection of th...

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Veröffentlicht in:	The Journal of supercomputing Jg. 79; H. 4; S. 3580 - 3615
Hauptverfasser:	Mefgouda, Brahim, Idoudi, Hanen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.03.2023 Springer Nature B.V
Schlagworte:	Algorithms Analytic hierarchy process Compilers Computer Science Decision making Hierarchies Interpreters Multiple objective analysis New Trends in Autonomous Systems Engineering Objectivity Optimization Processor Architectures Programming Languages Subjectivity Wireless networks Heterogeneous wireless networks Rank reversal problem Network interface selection Whale optimization algorithm Quality of service Multi-attribute decision making
ISSN:	0920-8542, 1573-0484
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Abstract	Multi-attribute decision-making (MADM) approaches are commonly used to model and solve the network interface selection problem in heterogeneous wireless networks. Despite their importance and advantages to deal with this issue, they suffer from the rank reversal problem (RRP) and the selection of the highest-ranking score network without considering the user’s/service requirements. In this paper, a novel method is introduced to solve the MADM limitations. Besides, the weights assignment technique is modelled as a multi-objective problem. Then, an extended version of the Whale Optimization Algorithm is applied to obtain the suitable weights of the decision criteria. The obtained results showed that applying the developed technique with MADM approaches reduces (sometimes avoids completely) the RRP by an average up to 94%, compared to Analytical Hierarchy Process. It also allows meeting the user’s/service requirements by optimizing data rate and packet loss, for streaming services, by an average up to 14.3 (kbps) and 20 × 10 6 (ms) , respectively.
AbstractList	Multi-attribute decision-making (MADM) approaches are commonly used to model and solve the network interface selection problem in heterogeneous wireless networks. Despite their importance and advantages to deal with this issue, they suffer from the rank reversal problem (RRP) and the selection of the highest-ranking score network without considering the user’s/service requirements. In this paper, a novel method is introduced to solve the MADM limitations. Besides, the weights assignment technique is modelled as a multi-objective problem. Then, an extended version of the Whale Optimization Algorithm is applied to obtain the suitable weights of the decision criteria. The obtained results showed that applying the developed technique with MADM approaches reduces (sometimes avoids completely) the RRP by an average up to 94%, compared to Analytical Hierarchy Process. It also allows meeting the user’s/service requirements by optimizing data rate and packet loss, for streaming services, by an average up to 14.3 (kbps) and 20×106(ms), respectively. Multi-attribute decision-making (MADM) approaches are commonly used to model and solve the network interface selection problem in heterogeneous wireless networks. Despite their importance and advantages to deal with this issue, they suffer from the rank reversal problem (RRP) and the selection of the highest-ranking score network without considering the user’s/service requirements. In this paper, a novel method is introduced to solve the MADM limitations. Besides, the weights assignment technique is modelled as a multi-objective problem. Then, an extended version of the Whale Optimization Algorithm is applied to obtain the suitable weights of the decision criteria. The obtained results showed that applying the developed technique with MADM approaches reduces (sometimes avoids completely) the RRP by an average up to 94%, compared to Analytical Hierarchy Process. It also allows meeting the user’s/service requirements by optimizing data rate and packet loss, for streaming services, by an average up to 14.3 (kbps) and 20 × 10 6 (ms) , respectively.
Author	Idoudi, Hanen Mefgouda, Brahim
Author_xml	– sequence: 1 givenname: Brahim orcidid: 0000-0002-3127-734X surname: Mefgouda fullname: Mefgouda, Brahim email: brahim.mefgouda@ensi-uma.tn organization: National School of Computer Science, University of Manouba – sequence: 2 givenname: Hanen surname: Idoudi fullname: Idoudi, Hanen organization: National School of Computer Science, University of Manouba
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Cites_doi	10.1002/dac.4055 10.1016/j.engappai.2017.08.019 10.1016/j.eswa.2019.112972 10.1007/s00500-019-04460-y 10.23919/JCC.2020.02.004 10.1016/j.advengsoft.2016.01.008 10.1016/j.comcom.2008.01.044 10.1016/j.eswa.2012.05.056 10.1109/98.839330 10.1109/ACCESS.2017.2689725 10.1016/j.eswa.2015.10.039 10.1109/35.486807 10.1049/iet-com.2018.5454 10.1142/S0219265920500103 10.1109/4235.996017 10.1109/ACCESS.2018.2846045 10.1016/j.cie.2008.06.011 10.1007/s10922-018-9483-y 10.1186/s13638-020-01822-1 10.1109/SURV.2012.010912.00044 10.1049/el.2017.2673 10.1109/SURV.2012.010912.00081 10.1016/j.comcom.2015.10.011 10.1016/j.adhoc.2020.102286 10.1016/j.cie.2019.04.023 10.1007/s11277-019-06946-2 10.1007/s11276-016-1301-4 10.1007/s11235-017-0364-6 10.1049/iet-com.2018.5938 10.1016/j.adhoc.2018.01.011 10.1109/ACCESS.2019.2908764 10.1016/j.matdes.2014.09.022 10.1016/j.comnet.2016.04.012 10.1109/MWC.2003.1182111 10.12720/jcm.14.3.194-201 10.1016/j.asoc.2017.05.026 10.26636/jtit.2018.126218 10.1155/2021/6613460 10.1155/2021/8861107 10.1007/978-1-4614-7279-7_1 10.1007/s41870-019-00352-4 10.1007/978-3-030-22885-9_18 10.1109/ICC.2016.7511563 10.1109/ICCT.2018.8600008 10.1109/ISCV49265.2020.9204217 10.1155/2020/3408326 10.1109/WCNC.2016.7564804 10.1109/WCNC51071.2022.9771735 10.36909/jer.v9i1.10331 10.3837/tiis.2020.11.020 10.1109/ICT.2019.8798772 10.1109/3ICT53449.2021.9581462 10.1155/2021/7240683 10.1145/1068009.1068047 10.1007/978-981-15-0146-3_79 10.1109/CCNC.2015.7158053 10.1109/WCNC.2016.7564979 10.1155/2020/8887324
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References	Chattate, Khaili, Bakkoury (CR8) 2019; 14 Priya, Malhotra (CR47) 2020; 24 Wang, Kuo (CR1) 2012; 15 Obayiuwana, Falowo (CR25) 2017; 23 Mirjalili, Lewis (CR64) 2016; 95 Yu, Ma, Yu (CR49) 2019; 7 Pahlavan, Krishnamurthy, Hatami, Ylianttila, Makela, Pichna (CR58) 2000; 7 CR36 Behzadian, Otaghsara, Yazdani, Ignatius (CR54) 2012; 39 Zhong, Wang, Lv (CR7) 2020; 109 Khan, Ahmad, Hussain (CR17) 2018; 54 CR6 Yu, Zhang (CR45) 2018; 72 CR5 Mansouri, Leghris (CR40) 2019; 13 Xie, Gao, Li (CR21) 2020; 17 CR9 Almutairi, Hamed, Landolsi, Algharabally (CR43) 2018; 68 Trestian, Ormond, Muntean (CR4) 2012; 14 Saaty (CR27) 2008; 1 CR44 CR42 CR41 Got, Moussaoui, Zouache (CR56) 2020; 141 Tan, Chen, Sun (CR18) 2020; 2020 Senouci, Mushtaq, Hoceini, Mellouk (CR34) 2016; 107 Alhabo, Zhang (CR48) 2018; 6 Yu, Zhang (CR39) 2019; 27 Goyal, Kaushal, Sangaiah (CR46) 2018; 67 Gustafsson, Jonsson (CR2) 2003; 10 CR16 CR15 Drissi, Oumsis, Aboutajdine (CR28) 2017; 66 CR59 CR13 CR12 Jahan, Edwards (CR32) 2015; 65 CR11 CR55 CR10 Kassar, Kervella, Pujolle (CR3) 2008; 31 CR53 Ayağ, Özdemir (CR30) 2009; 56 CR52 CR51 de Farias Aires, Ferreira (CR33) 2019; 132 Yu, Guo, Yu (CR14) 2020; 20 CR29 Mirjalili, Saremi, Mirjalili, Coelho (CR61) 2016; 47 CR26 Deb, Pratap, Agarwal, Meyarivan (CR63) 2002; 6 CR23 Adiwal, Singh (CR24) 2019; 32 CR22 CR20 Habbal, Goudar, Hassan (CR60) 2017; 5 Moreira, de Castro, de Boni, Cardoso (CR19) 2015; 2015 CR62 Baghla, Bansal (CR37) 2018; 18 Chandavarkar, Guddeti (CR35) 2016; 83 Alhabo, Zhang, Nawaz (CR38) 2019; 13 Yu, Chen, Yu (CR50) 2020; 111 Barzilai, Golany (CR31) 1994; 32 Pollini (CR57) 1996; 34 E Gustafsson (4791_CR2) 2003; 10 M Drissi (4791_CR28) 2017; 66 PR Moreira (4791_CR19) 2015; 2015 4791_CR9 S Mirjalili (4791_CR64) 2016; 95 4791_CR44 4791_CR41 M Kassar (4791_CR3) 2008; 31 4791_CR42 4791_CR5 4791_CR6 M Adiwal (4791_CR24) 2019; 32 MA Senouci (4791_CR34) 2016; 107 J Xie (4791_CR21) 2020; 17 A Jahan (4791_CR32) 2015; 65 M Alhabo (4791_CR48) 2018; 6 4791_CR51 4791_CR10 4791_CR11 4791_CR55 4791_CR52 4791_CR53 S Khan (4791_CR17) 2018; 54 M Mansouri (4791_CR40) 2019; 13 4791_CR15 4791_CR59 4791_CR12 H Yu (4791_CR50) 2020; 111 4791_CR13 RK Goyal (4791_CR46) 2018; 67 4791_CR16 S Mirjalili (4791_CR61) 2016; 47 M Behzadian (4791_CR54) 2012; 39 Y Zhong (4791_CR7) 2020; 109 4791_CR62 J Barzilai (4791_CR31) 1994; 32 HW Yu (4791_CR45) 2018; 72 L Wang (4791_CR1) 2012; 15 AF Almutairi (4791_CR43) 2018; 68 4791_CR22 GP Pollini (4791_CR57) 1996; 34 4791_CR20 R Trestian (4791_CR4) 2012; 14 4791_CR26 4791_CR23 4791_CR29 H Yu (4791_CR14) 2020; 20 A Got (4791_CR56) 2020; 141 RF de Farias Aires (4791_CR33) 2019; 132 I Chattate (4791_CR8) 2019; 14 B Priya (4791_CR47) 2020; 24 BR Chandavarkar (4791_CR35) 2016; 83 TL Saaty (4791_CR27) 2008; 1 H Yu (4791_CR49) 2019; 7 HW Yu (4791_CR39) 2019; 27 K Pahlavan (4791_CR58) 2000; 7 S Baghla (4791_CR37) 2018; 18 M Alhabo (4791_CR38) 2019; 13 E Obayiuwana (4791_CR25) 2017; 23 4791_CR36 A Habbal (4791_CR60) 2017; 5 X Tan (4791_CR18) 2020; 2020 Z Ayağ (4791_CR30) 2009; 56 K Deb (4791_CR63) 2002; 6
References_xml	– ident: CR22 – volume: 32 start-page: e4055 issue: 13 year: 2019 ident: CR24 article-title: RAT selection for a low battery mobile device for future 5G networks publication-title: Int J Commun Syst doi: 10.1002/dac.4055 – volume: 66 start-page: 113 year: 2017 end-page: 127 ident: CR28 article-title: A multi-criteria decision framework for network selection over LTE and WLAN publication-title: Eng Appl Artif Intell doi: 10.1016/j.engappai.2017.08.019 – ident: CR16 – ident: CR51 – ident: CR12 – volume: 141 start-page: 112972 year: 2020 ident: CR56 article-title: A guided population archive whale optimization algorithm for solving multiobjective optimization problems publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2019.112972 – volume: 24 start-page: 9507 issue: 13 year: 2020 end-page: 9523 ident: CR47 article-title: 5GAuNetS: an autonomous 5G network selection framework for Industry 4.0 publication-title: Soft Comput doi: 10.1007/s00500-019-04460-y – volume: 17 start-page: 40 issue: 2 year: 2020 end-page: 53 ident: CR21 article-title: Heterogeneous network selection optimization algorithm based on a Markov decision model publication-title: China Commun doi: 10.23919/JCC.2020.02.004 – volume: 95 start-page: 51 year: 2016 end-page: 67 ident: CR64 article-title: The whale optimization algorithm publication-title: Adv Eng Softw doi: 10.1016/j.advengsoft.2016.01.008 – volume: 31 start-page: 2607 issue: 10 year: 2008 end-page: 2620 ident: CR3 article-title: An overview of vertical handover decision strategies in heterogeneous wireless networks publication-title: Comput Commun doi: 10.1016/j.comcom.2008.01.044 – ident: CR29 – volume: 39 start-page: 13051 issue: 17 year: 2012 end-page: 13069 ident: CR54 article-title: A state-of the-art survey of TOPSIS applications publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2012.05.056 – volume: 7 start-page: 34 issue: 2 year: 2000 end-page: 47 ident: CR58 article-title: Handoff in hybrid mobile data networks publication-title: IEEE Pers Commun doi: 10.1109/98.839330 – ident: CR42 – volume: 18 start-page: 90 issue: 3 year: 2018 end-page: 110 ident: CR37 article-title: VIKOR MADM based optimization method for vertical handover in heterogeneous networks publication-title: Adv Syst Sci Appl – volume: 5 start-page: 6636 year: 2017 end-page: 6648 ident: CR60 article-title: Context-aware radio access technology selection in 5G ultra dense networks publication-title: IEEE Access doi: 10.1109/ACCESS.2017.2689725 – volume: 47 start-page: 106 year: 2016 end-page: 119 ident: CR61 article-title: Multi-objective grey wolf optimizer: a novel algorithm for multi-criterion optimization publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2015.10.039 – volume: 34 start-page: 82 issue: 3 year: 1996 end-page: 90 ident: CR57 article-title: Trends in handover design publication-title: IEEE Commun Mag doi: 10.1109/35.486807 – volume: 13 start-page: 1980 issue: 13 year: 2019 end-page: 1987 ident: CR40 article-title: New Manhattan distance-based fuzzy MADM method for the network selection publication-title: IET Commun doi: 10.1049/iet-com.2018.5454 – volume: 20 start-page: 2050010 issue: 03 year: 2020 ident: CR14 article-title: A novel heterogeneous wireless network selection algorithm based on INFAHP and IGRA publication-title: J Interconnect Netw doi: 10.1142/S0219265920500103 – volume: 6 start-page: 182 issue: 2 year: 2002 end-page: 197 ident: CR63 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.996017 – ident: CR15 – volume: 6 start-page: 40547 year: 2018 end-page: 40558 ident: CR48 article-title: Multi-criteria handover using modified weighted TOPSIS methods for heterogeneous networks publication-title: IEEE Access. doi: 10.1109/ACCESS.2018.2846045 – ident: CR11 – ident: CR9 – volume: 56 start-page: 368 issue: 1 year: 2009 end-page: 379 ident: CR30 article-title: A hybrid approach to concept selection through fuzzy analytic network process publication-title: Comput Ind Eng doi: 10.1016/j.cie.2008.06.011 – volume: 27 start-page: 756 issue: 3 year: 2019 end-page: 783 ident: CR39 article-title: A hybrid MADM algorithm based on attribute weight and utility value for heterogeneous network selection publication-title: J Netw Syst Manage doi: 10.1007/s10922-018-9483-y – volume: 2020 start-page: 1 issue: 1 year: 2020 end-page: 21 ident: CR18 article-title: Vertical handover algorithm based on multi-attribute and neural network in heterogeneous integrated network publication-title: EURASIP J Wirel Commun Netw doi: 10.1186/s13638-020-01822-1 – volume: 15 start-page: 271 issue: 1 year: 2012 end-page: 292 ident: CR1 article-title: Mathematical modeling for network selection in heterogeneous wireless networks–a tutorial publication-title: IEEE Commun Surv Tutorials doi: 10.1109/SURV.2012.010912.00044 – ident: CR36 – volume: 54 start-page: 529 issue: 8 year: 2018 end-page: 531 ident: CR17 article-title: Exponential utility function based criteria for network selection in heterogeneous wireless networks publication-title: Electron Lett doi: 10.1049/el.2017.2673 – ident: CR5 – ident: CR26 – ident: CR53 – volume: 14 start-page: 1212 issue: 4 year: 2012 end-page: 1231 ident: CR4 article-title: Game theory-based network selection: Solutions and challenges publication-title: IEEE Commun Surv Tutorials doi: 10.1109/SURV.2012.010912.00081 – volume: 83 start-page: 81 year: 2016 end-page: 97 ident: CR35 article-title: Simplified and improved multiple attributes alternate ranking method for vertical handover decision in heterogeneous wireless networks publication-title: Comput Commun doi: 10.1016/j.comcom.2015.10.011 – ident: CR10 – volume: 109 start-page: 102286 year: 2020 ident: CR7 article-title: A cognitive wireless networks access selection algorithm based on MADM publication-title: Ad Hoc Netw doi: 10.1016/j.adhoc.2020.102286 – volume: 132 start-page: 84 year: 2019 end-page: 97 ident: CR33 article-title: A new approach to avoid rank reversal cases in the TOPSIS method publication-title: Comput Ind Eng doi: 10.1016/j.cie.2019.04.023 – ident: CR6 – volume: 111 start-page: 1625 issue: 3 year: 2020 end-page: 1643 ident: CR50 article-title: Network selection algorithm based on chi-square distance in heterogeneous wireless networks publication-title: Wireless Pers Commun doi: 10.1007/s11277-019-06946-2 – volume: 23 start-page: 2617 issue: 8 year: 2017 end-page: 2649 ident: CR25 article-title: Network selection in heterogeneous wireless networks using multi-criteria decision-making algorithms: a review publication-title: Wireless Netw doi: 10.1007/s11276-016-1301-4 – volume: 32 start-page: 57 issue: 2 year: 1994 end-page: 64 ident: CR31 article-title: AHP rank reversal, normalization and aggregation rules publication-title: INFOR Inf Syst Oper Res – ident: CR23 – volume: 68 start-page: 151 issue: 2 year: 2018 end-page: 161 ident: CR43 article-title: A genetic algorithm approach for multi-attribute vertical handover decision making in wireless networks publication-title: Telecommun Syst doi: 10.1007/s11235-017-0364-6 – volume: 13 start-page: 1928 issue: 13 year: 2019 end-page: 1935 ident: CR38 article-title: GRA-based handover for dense small cells heterogeneous networks publication-title: IET Commun doi: 10.1049/iet-com.2018.5938 – ident: CR44 – volume: 1 start-page: 83 issue: 1 year: 2008 end-page: 98 ident: CR27 article-title: Decision making with the analytic hierarchy process publication-title: Int J Serv Sci – volume: 72 start-page: 68 year: 2018 end-page: 80 ident: CR45 article-title: A heterogeneous network selection algorithm based on network attribute and user preference publication-title: Ad Hoc Netw doi: 10.1016/j.adhoc.2018.01.011 – ident: CR52 – volume: 7 start-page: 46240 year: 2019 end-page: 46260 ident: CR49 article-title: Network selection algorithm for multiservice multimode terminals in heterogeneous wireless networks publication-title: IEEE Access. doi: 10.1109/ACCESS.2019.2908764 – ident: CR13 – volume: 65 start-page: 335 year: 2015 end-page: 342 ident: CR32 article-title: A state-of-the-art survey on the influence of normalization techniques in ranking: Improving the materials selection process in engineering design publication-title: Mater Des (1980-2015) doi: 10.1016/j.matdes.2014.09.022 – volume: 107 start-page: 304 year: 2016 end-page: 314 ident: CR34 article-title: TOPSIS-based dynamic approach for mobile network interface selection publication-title: Comput Netw doi: 10.1016/j.comnet.2016.04.012 – volume: 10 start-page: 49 issue: 1 year: 2003 end-page: 55 ident: CR2 article-title: Always best connected publication-title: IEEE Wirel Commun doi: 10.1109/MWC.2003.1182111 – ident: CR55 – ident: CR59 – ident: CR41 – ident: CR62 – volume: 14 start-page: 194 issue: 3 year: 2019 end-page: 201 ident: CR8 article-title: A new fuzzy-TOPSIS based algorithm for enhancing decision making in a heterogeneous network publication-title: J Commun. doi: 10.12720/jcm.14.3.194-201 – volume: 2015 start-page: 40 year: 2015 ident: CR19 article-title: An approach for network selection based on artificial neural networks in heterogeneous wireless environments publication-title: ICWMC – volume: 67 start-page: 800 year: 2018 end-page: 811 ident: CR46 article-title: The utility based non-linear fuzzy AHP optimization model for network selection in heterogeneous wireless networks publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.05.026 – ident: CR20 – volume: 83 start-page: 81 year: 2016 ident: 4791_CR35 publication-title: Comput Commun doi: 10.1016/j.comcom.2015.10.011 – ident: 4791_CR26 doi: 10.26636/jtit.2018.126218 – volume: 6 start-page: 40547 year: 2018 ident: 4791_CR48 publication-title: IEEE Access. doi: 10.1109/ACCESS.2018.2846045 – ident: 4791_CR53 doi: 10.1155/2021/6613460 – ident: 4791_CR12 doi: 10.1155/2021/8861107 – volume: 27 start-page: 756 issue: 3 year: 2019 ident: 4791_CR39 publication-title: J Netw Syst Manage doi: 10.1007/s10922-018-9483-y – ident: 4791_CR55 – volume: 14 start-page: 1212 issue: 4 year: 2012 ident: 4791_CR4 publication-title: IEEE Commun Surv Tutorials doi: 10.1109/SURV.2012.010912.00081 – ident: 4791_CR29 doi: 10.1007/978-1-4614-7279-7_1 – ident: 4791_CR11 doi: 10.1007/s41870-019-00352-4 – volume: 32 start-page: e4055 issue: 13 year: 2019 ident: 4791_CR24 publication-title: Int J Commun Syst doi: 10.1002/dac.4055 – volume: 47 start-page: 106 year: 2016 ident: 4791_CR61 publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2015.10.039 – volume: 10 start-page: 49 issue: 1 year: 2003 ident: 4791_CR2 publication-title: IEEE Wirel Commun doi: 10.1109/MWC.2003.1182111 – ident: 4791_CR16 doi: 10.1007/978-3-030-22885-9_18 – ident: 4791_CR36 doi: 10.1109/ICC.2016.7511563 – ident: 4791_CR6 doi: 10.1109/ICCT.2018.8600008 – ident: 4791_CR52 doi: 10.1109/ISCV49265.2020.9204217 – volume: 109 start-page: 102286 year: 2020 ident: 4791_CR7 publication-title: Ad Hoc Netw doi: 10.1016/j.adhoc.2020.102286 – ident: 4791_CR59 – volume: 13 start-page: 1928 issue: 13 year: 2019 ident: 4791_CR38 publication-title: IET Commun doi: 10.1049/iet-com.2018.5938 – volume: 132 start-page: 84 year: 2019 ident: 4791_CR33 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2019.04.023 – volume: 56 start-page: 368 issue: 1 year: 2009 ident: 4791_CR30 publication-title: Comput Ind Eng doi: 10.1016/j.cie.2008.06.011 – volume: 7 start-page: 46240 year: 2019 ident: 4791_CR49 publication-title: IEEE Access. doi: 10.1109/ACCESS.2019.2908764 – volume: 2020 start-page: 1 issue: 1 year: 2020 ident: 4791_CR18 publication-title: EURASIP J Wirel Commun Netw doi: 10.1186/s13638-020-01822-1 – ident: 4791_CR9 doi: 10.1155/2020/3408326 – volume: 107 start-page: 304 year: 2016 ident: 4791_CR34 publication-title: Comput Netw doi: 10.1016/j.comnet.2016.04.012 – volume: 13 start-page: 1980 issue: 13 year: 2019 ident: 4791_CR40 publication-title: IET Commun doi: 10.1049/iet-com.2018.5454 – volume: 34 start-page: 82 issue: 3 year: 1996 ident: 4791_CR57 publication-title: IEEE Commun Mag doi: 10.1109/35.486807 – volume: 5 start-page: 6636 year: 2017 ident: 4791_CR60 publication-title: IEEE Access doi: 10.1109/ACCESS.2017.2689725 – ident: 4791_CR20 doi: 10.1109/WCNC.2016.7564804 – volume: 141 start-page: 112972 year: 2020 ident: 4791_CR56 publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2019.112972 – ident: 4791_CR41 doi: 10.1109/WCNC51071.2022.9771735 – ident: 4791_CR44 doi: 10.36909/jer.v9i1.10331 – volume: 72 start-page: 68 year: 2018 ident: 4791_CR45 publication-title: Ad Hoc Netw doi: 10.1016/j.adhoc.2018.01.011 – volume: 54 start-page: 529 issue: 8 year: 2018 ident: 4791_CR17 publication-title: Electron Lett doi: 10.1049/el.2017.2673 – ident: 4791_CR13 doi: 10.3837/tiis.2020.11.020 – ident: 4791_CR23 doi: 10.1109/ICT.2019.8798772 – volume: 66 start-page: 113 year: 2017 ident: 4791_CR28 publication-title: Eng Appl Artif Intell doi: 10.1016/j.engappai.2017.08.019 – volume: 32 start-page: 57 issue: 2 year: 1994 ident: 4791_CR31 publication-title: INFOR Inf Syst Oper Res – ident: 4791_CR15 doi: 10.1109/3ICT53449.2021.9581462 – volume: 1 start-page: 83 issue: 1 year: 2008 ident: 4791_CR27 publication-title: Int J Serv Sci – volume: 2015 start-page: 40 year: 2015 ident: 4791_CR19 publication-title: ICWMC – volume: 18 start-page: 90 issue: 3 year: 2018 ident: 4791_CR37 publication-title: Adv Syst Sci Appl – volume: 14 start-page: 194 issue: 3 year: 2019 ident: 4791_CR8 publication-title: J Commun. doi: 10.12720/jcm.14.3.194-201 – volume: 24 start-page: 9507 issue: 13 year: 2020 ident: 4791_CR47 publication-title: Soft Comput doi: 10.1007/s00500-019-04460-y – ident: 4791_CR42 doi: 10.1155/2021/7240683 – volume: 23 start-page: 2617 issue: 8 year: 2017 ident: 4791_CR25 publication-title: Wireless Netw doi: 10.1007/s11276-016-1301-4 – volume: 95 start-page: 51 year: 2016 ident: 4791_CR64 publication-title: Adv Eng Softw doi: 10.1016/j.advengsoft.2016.01.008 – volume: 15 start-page: 271 issue: 1 year: 2012 ident: 4791_CR1 publication-title: IEEE Commun Surv Tutorials doi: 10.1109/SURV.2012.010912.00044 – ident: 4791_CR62 doi: 10.1145/1068009.1068047 – ident: 4791_CR10 doi: 10.1007/978-981-15-0146-3_79 – ident: 4791_CR22 doi: 10.1109/CCNC.2015.7158053 – volume: 20 start-page: 2050010 issue: 03 year: 2020 ident: 4791_CR14 publication-title: J Interconnect Netw doi: 10.1142/S0219265920500103 – volume: 111 start-page: 1625 issue: 3 year: 2020 ident: 4791_CR50 publication-title: Wireless Pers Commun doi: 10.1007/s11277-019-06946-2 – volume: 7 start-page: 34 issue: 2 year: 2000 ident: 4791_CR58 publication-title: IEEE Pers Commun doi: 10.1109/98.839330 – volume: 31 start-page: 2607 issue: 10 year: 2008 ident: 4791_CR3 publication-title: Comput Commun doi: 10.1016/j.comcom.2008.01.044 – volume: 39 start-page: 13051 issue: 17 year: 2012 ident: 4791_CR54 publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2012.05.056 – volume: 65 start-page: 335 year: 2015 ident: 4791_CR32 publication-title: Mater Des (1980-2015) doi: 10.1016/j.matdes.2014.09.022 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 4791_CR63 publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.996017 – ident: 4791_CR5 doi: 10.1109/WCNC.2016.7564979 – volume: 17 start-page: 40 issue: 2 year: 2020 ident: 4791_CR21 publication-title: China Commun doi: 10.23919/JCC.2020.02.004 – volume: 67 start-page: 800 year: 2018 ident: 4791_CR46 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2017.05.026 – ident: 4791_CR51 doi: 10.1155/2020/8887324 – volume: 68 start-page: 151 issue: 2 year: 2018 ident: 4791_CR43 publication-title: Telecommun Syst doi: 10.1007/s11235-017-0364-6
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SubjectTerms	Algorithms Analytic hierarchy process Compilers Computer Science Decision making Hierarchies Interpreters Multiple objective analysis New Trends in Autonomous Systems Engineering Objectivity Optimization Processor Architectures Programming Languages Subjectivity Wireless networks
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Title	New network interface selection based on MADM and multi-objective whale optimization algorithm in heterogeneous wireless networks
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