Sustainable smart waste classification and collection system: A bi-objective modeling and optimization approach

In the context of the “smart city”, information and communication technologies (ICT) have become indispensable in the planning and design of modern municipal solid waste management. Due to more waste varieties, there are urgent calls to implement waste classification worldwide, which promotes resour...

Full description

Saved in:

Bibliographic Details
Published in:	Journal of cleaner production Vol. 276; p. 124183
Main Authors:	Lu, Xulong, Pu, Xujin, Han, Xiaohua
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 10.12.2020
Subjects:	algorithms business enterprises communications technology Information and communication technologies Multi-objective hybrid whale optimization algorithm municipal solid waste planning recycling sanitation Smart waste classification and collection Sustainable development Vehicle routing problem Information and communication technologies Multi-objective hybrid whale optimization algorithm Smart waste classification and collection Sustainable development Vehicle routing problem
ISSN:	0959-6526, 1879-1786
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	In the context of the “smart city”, information and communication technologies (ICT) have become indispensable in the planning and design of modern municipal solid waste management. Due to more waste varieties, there are urgent calls to implement waste classification worldwide, which promotes resource recycling to achieve sustainable development. In this paper, we present an ICT-based smart waste classification and collection system (SWCCS) that is abstracted as a bi-objective mathematical programming model to optimize the waste collection problem. To implement the proposed SWCCS effectively, we design a novel multi-objective hybrid algorithm based on the whale optimization and genetic algorithms (MOGWOA) with an improved convergence factor and a fast, non-dominated sorting method. A comparison of our algorithm with two classical multi-objective algorithms on generated test instances and on a real-world case shows that the proposed MOGWOA is more effective for optimizing the established model. This paper demonstrates how the ICT-based SWCCS works and how it can help sanitation companies improve waste collection both economically and environmentally. •A sustainable smart waste classification and collection system is investigated.•A dual-objective mathematical model is developed to minimize cost and workload.•A hybrid multi-objective whale optimization algorithm is presented.•Effectiveness of the model and algorithm proposed in this paper is proved.
AbstractList	In the context of the “smart city”, information and communication technologies (ICT) have become indispensable in the planning and design of modern municipal solid waste management. Due to more waste varieties, there are urgent calls to implement waste classification worldwide, which promotes resource recycling to achieve sustainable development. In this paper, we present an ICT-based smart waste classification and collection system (SWCCS) that is abstracted as a bi-objective mathematical programming model to optimize the waste collection problem. To implement the proposed SWCCS effectively, we design a novel multi-objective hybrid algorithm based on the whale optimization and genetic algorithms (MOGWOA) with an improved convergence factor and a fast, non-dominated sorting method. A comparison of our algorithm with two classical multi-objective algorithms on generated test instances and on a real-world case shows that the proposed MOGWOA is more effective for optimizing the established model. This paper demonstrates how the ICT-based SWCCS works and how it can help sanitation companies improve waste collection both economically and environmentally. In the context of the “smart city”, information and communication technologies (ICT) have become indispensable in the planning and design of modern municipal solid waste management. Due to more waste varieties, there are urgent calls to implement waste classification worldwide, which promotes resource recycling to achieve sustainable development. In this paper, we present an ICT-based smart waste classification and collection system (SWCCS) that is abstracted as a bi-objective mathematical programming model to optimize the waste collection problem. To implement the proposed SWCCS effectively, we design a novel multi-objective hybrid algorithm based on the whale optimization and genetic algorithms (MOGWOA) with an improved convergence factor and a fast, non-dominated sorting method. A comparison of our algorithm with two classical multi-objective algorithms on generated test instances and on a real-world case shows that the proposed MOGWOA is more effective for optimizing the established model. This paper demonstrates how the ICT-based SWCCS works and how it can help sanitation companies improve waste collection both economically and environmentally. •A sustainable smart waste classification and collection system is investigated.•A dual-objective mathematical model is developed to minimize cost and workload.•A hybrid multi-objective whale optimization algorithm is presented.•Effectiveness of the model and algorithm proposed in this paper is proved.
ArticleNumber	124183
Author	Pu, Xujin Han, Xiaohua Lu, Xulong
Author_xml	– sequence: 1 givenname: Xulong surname: Lu fullname: Lu, Xulong organization: School of Business, Jiangnan University, Wuxi, 214122, Jiangsu Province, China – sequence: 2 givenname: Xujin surname: Pu fullname: Pu, Xujin organization: School of Business, Jiangnan University, Wuxi, 214122, Jiangsu Province, China – sequence: 3 givenname: Xiaohua surname: Han fullname: Han, Xiaohua email: hxhznhxh@163.com, 201910118@oamail.gdufs.edu.cn organization: School of Business, Guangdong University of Foreign Studies, Guangzhou, 510420, Guangdong Province, China
BookMark	eNqFkLlOAzEQhi0EEgnwCEhb0mzwtRcUKIq4JCQKoLZs7xi88q7D2gmCp8c5Khoqj0f_N_Z8U3Q4-AEQOid4RjApL7tZpx0sRz-jmKYe5aRmB2hC6qrJSVWXh2iCm6LJy4KWx2gaQocxqXDFJ8i_rEKUdpDKQRZ6OcbsS4YImXYyBGusltH6IZNDm2nvHOjtNXynTH-VzTNlc6-6TXsNWe9bcHZ438b9Mtre_uz5Zfqf1B-n6MhIF-Bsf56gt7vb18VD_vR8_7iYP-WacRpzQ3nBKG8roJoxVbay0qYEbmpVmpKqyjAF2lSgACRjpmgpB0IVbUkqJWcn6GI3Nz37uYIQRW-DBufkAH4VBOV1wxpMC5aixS6qRx_CCEYsR5tMfAuCxUaw6MResNgIFjvBibv-w2kbt9vGUVr3L32zoyFZWFsYRdAWBg2tHZNN0Xr7z4Rfam-gLg
CitedBy_id	crossref_primary_10_1016_j_sca_2025_100126 crossref_primary_10_3390_ijerph19042447 crossref_primary_10_1016_j_jclepro_2024_142626 crossref_primary_10_3390_math9040304 crossref_primary_10_1016_j_eiar_2021_106598 crossref_primary_10_1016_j_seta_2022_102987 crossref_primary_10_1016_j_jclepro_2021_128157 crossref_primary_10_1016_j_scs_2025_106380 crossref_primary_10_3390_computers12010015 crossref_primary_10_1007_s10098_025_03161_5 crossref_primary_10_3390_urbansci9010016 crossref_primary_10_1016_j_tre_2024_103503 crossref_primary_10_3390_asi6010030 crossref_primary_10_1007_s13198_022_01669_3 crossref_primary_10_1016_j_cie_2025_111323 crossref_primary_10_1016_j_scs_2024_105247 crossref_primary_10_1365_s40702_024_01135_7 crossref_primary_10_1016_j_techsoc_2023_102381 crossref_primary_10_1080_10962247_2024_2415298 crossref_primary_10_1016_j_jclepro_2022_130397 crossref_primary_10_1016_j_jclepro_2022_133145 crossref_primary_10_1016_j_resconrec_2023_107155 crossref_primary_10_1007_s11356_021_17573_5 crossref_primary_10_1177_0734242X211069738 crossref_primary_10_3992_jgb_18_3_1 crossref_primary_10_1016_j_scs_2023_104567 crossref_primary_10_3390_su17156984 crossref_primary_10_1016_j_rser_2021_112031 crossref_primary_10_1016_j_ecss_2024_108749 crossref_primary_10_1007_s11356_022_22473_3 crossref_primary_10_1016_j_ref_2024_100624 crossref_primary_10_3390_mca29040049 crossref_primary_10_1080_23302674_2022_2086717 crossref_primary_10_1109_TVT_2024_3417976 crossref_primary_10_1016_j_scitotenv_2023_163925 crossref_primary_10_3390_su152316392 crossref_primary_10_3390_smartcities8030089 crossref_primary_10_1016_j_scs_2025_106223 crossref_primary_10_1038_s41598_024_64133_1 crossref_primary_10_1007_s42107_023_00955_0 crossref_primary_10_1016_j_scs_2023_104846
Cites_doi	10.1016/j.eswa.2018.08.027 10.1016/j.ijpe.2016.03.008 10.1016/j.ejor.2017.10.017 10.1016/j.ijpe.2015.09.031 10.1016/j.jclepro.2016.12.048 10.1016/j.jclepro.2019.04.250 10.1016/j.jclepro.2019.119801 10.1016/j.apenergy.2017.10.031 10.1016/j.advengsoft.2016.01.008 10.1016/j.wasman.2017.05.004 10.1177/0734242X18766216 10.1016/j.jcde.2019.02.002 10.1016/j.jclepro.2019.04.397 10.1177/0734242X15607430 10.1016/j.wasman.2017.10.019 10.1016/j.wasman.2015.05.033 10.1016/j.jclepro.2019.02.085 10.1016/j.future.2018.03.020 10.1016/j.ejor.2017.08.011 10.1016/j.wasman.2009.09.022 10.1016/j.wasman.2011.07.007
ContentType	Journal Article
Copyright	2020 Elsevier Ltd
Copyright_xml	– notice: 2020 Elsevier Ltd
DBID	AAYXX CITATION 7S9 L.6
DOI	10.1016/j.jclepro.2020.124183
DatabaseName	CrossRef AGRICOLA AGRICOLA - Academic
DatabaseTitle	CrossRef AGRICOLA AGRICOLA - Academic
DatabaseTitleList	AGRICOLA
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering
EISSN	1879-1786
ExternalDocumentID	10_1016_j_jclepro_2020_124183 S0959652620342281
GroupedDBID	--K --M ..I .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JM 9JN AABNK AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARJD AAXUO ABFYP ABJNI ABLST ABMAC ABYKQ ACDAQ ACGFS ACRLP ADBBV ADEZE AEBSH AEKER AENEX AFKWA AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHHHB AHIDL AIEXJ AIKHN AITUG AJOXV AKIFW ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BELTK BKOJK BLECG BLXMC CS3 DU5 EBS EFJIC EFLBG EO8 EO9 EP2 EP3 FDB FIRID FNPLU FYGXN G-Q GBLVA HMC IHE J1W JARJE K-O KCYFY KOM LY9 M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RNS ROL RPZ SCC SDF SDG SDP SES SPC SPCBC SSJ SSR SSZ T5K ~G- 29K 9DU AAHBH AAQXK AATTM AAXKI AAYWO AAYXX ABFNM ABWVN ABXDB ACLOT ACRPL ACVFH ADCNI ADHUB ADMUD ADNMO AEGFY AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION D-I EFKBS EJD FEDTE FGOYB G-2 HVGLF HZ~ R2- SEN SEW WUQ ZY4 ~HD 7S9 L.6
ID	FETCH-LOGICAL-c342t-f245324d7e2c33b6da7cf6e4f8b6f62b7f3becf7ebeea33f5d24e12b2d15d2a43
ISICitedReferencesCount	46
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000579500800162&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0959-6526
IngestDate	Sun Sep 28 00:04:43 EDT 2025 Sat Nov 29 07:08:12 EST 2025 Tue Nov 18 22:06:18 EST 2025 Fri Feb 23 02:43:22 EST 2024
IsPeerReviewed	true
IsScholarly	true
Keywords	Information and communication technologies Multi-objective hybrid whale optimization algorithm Smart waste classification and collection Sustainable development Vehicle routing problem
Language	English
LinkModel	OpenURL
MergedId	FETCHMERGED-LOGICAL-c342t-f245324d7e2c33b6da7cf6e4f8b6f62b7f3becf7ebeea33f5d24e12b2d15d2a43
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23
PQID	2489390253
PQPubID	24069
ParticipantIDs	proquest_miscellaneous_2489390253 crossref_primary_10_1016_j_jclepro_2020_124183 crossref_citationtrail_10_1016_j_jclepro_2020_124183 elsevier_sciencedirect_doi_10_1016_j_jclepro_2020_124183
PublicationCentury	2000
PublicationDate	2020-12-10
PublicationDateYYYYMMDD	2020-12-10
PublicationDate_xml	– month: 12 year: 2020 text: 2020-12-10 day: 10
PublicationDecade	2020
PublicationTitle	Journal of cleaner production
PublicationYear	2020
Publisher	Elsevier Ltd
Publisher_xml	– name: Elsevier Ltd
References	Zhang (bib38) 2015; 170 Gharehchopogh, Gholizadeh (bib13) 2019 Zitzler, Deb, Thiele (bib41) 2000; 8 Alcayaga, Wiener, Hansen (bib3) 2019 Zhou (bib40) 2018; 265 Nižetić (bib28) 2019 Hannan (bib15) 2018; 71 Liu (bib21) 2020 Hoornweg, Bhada (bib16) 2012 Mirjalili, Lewis (bib25) 2016; 95 Wang (bib36) 2017 McLeod (bib23) 2013; 2378 Dantzig, Ramser (bib9) 1959; 6 Hannan (bib14) 2015; 43 OECD (bib29) 2003 Zeb (bib37) 2019; 2019 Chen (bib6) 2018 Crainic, Ricciardi, Storchi (bib7) 2009; 43 Abdel-Basset (bib1) 2018 Liu (bib20) 2018; 266 Geissdoerfer (bib12) 2017; 143 Nirde, Mulay, Chaskar (bib27) 2017 Ramos, de Morais, Barbosa-Povoa (bib31) 2018; 103 Mostafa Bozorgi, Yazdani (bib26) 2019 Eriksson, Bisaillon (bib11) 2011; 31 Zitzler, Thiele (bib42) 1998 Deb (bib10) 2002; 6 Sanjeevi, Shahabudeen (bib32) 2016; 34 Akhtar (bib2) 2017; 61 Liu, Wang, Ip (bib19) 2009; 13 Meng, Wen, Qian (bib24) 2018; 128 Laporte (bib18) 1984; 4 Suzuki (bib35) 2016; 176 Pietzsch, Ribeiro, de Medeiros (bib30) 2017 Sun (bib34) 2018 Asefi (bib4) 2019; 230 Babaee Tirkolaee (bib5) 2019; 37 Sanjeevi, Shahabudeen (bib33) 2016 Lu, Chang, Liao (bib22) 2013 Dahlén, Lagerkvist (bib8) 2010; 30 Kang (bib17) 2020; 252 Zhang, Li (bib39) 2007; 11 Zhang (10.1016/j.jclepro.2020.124183_bib39) 2007; 11 Crainic (10.1016/j.jclepro.2020.124183_bib7) 2009; 43 Nižetić (10.1016/j.jclepro.2020.124183_bib28) 2019 Ramos (10.1016/j.jclepro.2020.124183_bib31) 2018; 103 Geissdoerfer (10.1016/j.jclepro.2020.124183_bib12) 2017; 143 Meng (10.1016/j.jclepro.2020.124183_bib24) 2018; 128 Mirjalili (10.1016/j.jclepro.2020.124183_bib25) 2016; 95 Suzuki (10.1016/j.jclepro.2020.124183_bib35) 2016; 176 Hannan (10.1016/j.jclepro.2020.124183_bib15) 2018; 71 OECD (10.1016/j.jclepro.2020.124183_bib29) 2003 Zitzler (10.1016/j.jclepro.2020.124183_bib42) 1998 Kang (10.1016/j.jclepro.2020.124183_bib17) 2020; 252 Zeb (10.1016/j.jclepro.2020.124183_bib37) 2019; 2019 Dantzig (10.1016/j.jclepro.2020.124183_bib9) 1959; 6 Mostafa Bozorgi (10.1016/j.jclepro.2020.124183_bib26) 2019 Pietzsch (10.1016/j.jclepro.2020.124183_bib30) 2017 Hannan (10.1016/j.jclepro.2020.124183_bib14) 2015; 43 Sanjeevi (10.1016/j.jclepro.2020.124183_bib32) 2016; 34 Deb (10.1016/j.jclepro.2020.124183_bib10) 2002; 6 Liu (10.1016/j.jclepro.2020.124183_bib20) 2018; 266 Laporte (10.1016/j.jclepro.2020.124183_bib18) 1984; 4 Sanjeevi (10.1016/j.jclepro.2020.124183_bib33) 2016 Wang (10.1016/j.jclepro.2020.124183_bib36) 2017 Alcayaga (10.1016/j.jclepro.2020.124183_bib3) 2019 Hoornweg (10.1016/j.jclepro.2020.124183_bib16) 2012 Lu (10.1016/j.jclepro.2020.124183_bib22) 2013 Abdel-Basset (10.1016/j.jclepro.2020.124183_bib1) 2018 Dahlén (10.1016/j.jclepro.2020.124183_bib8) 2010; 30 Zhang (10.1016/j.jclepro.2020.124183_bib38) 2015; 170 Liu (10.1016/j.jclepro.2020.124183_bib19) 2009; 13 Eriksson (10.1016/j.jclepro.2020.124183_bib11) 2011; 31 Sun (10.1016/j.jclepro.2020.124183_bib34) 2018 Akhtar (10.1016/j.jclepro.2020.124183_bib2) 2017; 61 Chen (10.1016/j.jclepro.2020.124183_bib6) 2018 Liu (10.1016/j.jclepro.2020.124183_bib21) 2020 McLeod (10.1016/j.jclepro.2020.124183_bib23) 2013; 2378 Zitzler (10.1016/j.jclepro.2020.124183_bib41) 2000; 8 Asefi (10.1016/j.jclepro.2020.124183_bib4) 2019; 230 Babaee Tirkolaee (10.1016/j.jclepro.2020.124183_bib5) 2019; 37 Nirde (10.1016/j.jclepro.2020.124183_bib27) 2017 Zhou (10.1016/j.jclepro.2020.124183_bib40) 2018; 265 Gharehchopogh (10.1016/j.jclepro.2020.124183_bib13) 2019
References_xml	– year: 2003 ident: bib29 article-title: A Proposed Classification of ICT Goods – year: 2018 ident: bib1 article-title: A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem publication-title: Future Generat. Comput. Syst. – year: 2019 ident: bib28 article-title: Smart technologies for promotion of energy efficiency, utilization of sustainable resources and waste management publication-title: J. Clean. Prod. – volume: 11 start-page: 712 year: 2007 end-page: 731 ident: bib39 article-title: ‘MOEA/D: a multiobjective evolutionary algorithm based on decomposition’, publication-title: IEEE – volume: 13 start-page: 725 year: 2009 ident: bib19 article-title: A permutation-based dual genetic algorithm for dynamic optimization problems publication-title: Soft Computing – year: 2017 ident: bib36 article-title: A novel hybrid system based on a new proposed algorithm—multi-Objective Whale Optimization Algorithm for wind speed forecasting publication-title: Appl. Energy – volume: 143 start-page: 757 year: 2017 end-page: 768 ident: bib12 article-title: The Circular Economy–A new sustainability paradigm? publication-title: J. Clean. Prod. – volume: 265 start-page: 765 year: 2018 end-page: 778 ident: bib40 article-title: A multi-depot two-echelon vehicle routing problem with delivery options arising in the last mile distribution publication-title: Eur. J. Oper. Res. – year: 2018 ident: bib34 article-title: A modified whale optimization algorithm for large-scale global optimization problems publication-title: Expert Syst. Appl. – volume: 61 start-page: 117 year: 2017 end-page: 128 ident: bib2 article-title: Backtracking Search Algorithm in CVRP Models for Efficient Solid Waste Collection and Route Optimization publication-title: Waste Management – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bib10 article-title: ‘A fast and elitist multiobjective genetic algorithm: NSGA-II’, publication-title: IEEE – volume: 266 start-page: 487 year: 2018 end-page: 497 ident: bib20 article-title: A branch-and-cut algorithm for the two-echelon capacitated vehicle routing problem with grouping constraints publication-title: Eur. J. Oper. Res. – volume: 31 start-page: 2620 year: 2011 end-page: 2630 ident: bib11 article-title: Multiple system modelling of waste management publication-title: Waste Manag. – year: 2016 ident: bib33 article-title: Optimal routing for efficient municipal solid waste transportation by using ArcGIS application in Chennai publication-title: Waste Manag. Res. – volume: 252 start-page: 119801 year: 2020 ident: bib17 article-title: Electronic waste collection systems using Internet of Things (IoT): household electronic waste management in Malaysia publication-title: J. Clean. Prod. – volume: 4 start-page: 283 year: 1984 end-page: 292 ident: bib18 article-title: Optimal solutions to capacitated multidepot vehicle routing problems publication-title: Congressus Nemerantium – volume: 2019 year: 2019 ident: bib37 article-title: A proposed IoT-enabled smart waste bin management system and efficient route selection publication-title: J. Compute. Networks. Commun. – year: 2013 ident: bib22 article-title: Environmental informatics for solid and hazardous waste management: advances, challenges, and perspectives publication-title: Crit. Rev. Environ. Sci. Technol. – volume: 30 start-page: 23 year: 2010 end-page: 31 ident: bib8 article-title: Pay as you throw: strengths and weaknesses of weight-based billing in household waste collection systems in Sweden publication-title: Waste Manag. – volume: 103 start-page: 146 year: 2018 end-page: 158 ident: bib31 publication-title: The Smart Waste Collection Routing Problem: Alternative Operational Management Approaches’, Expert Systems with Applications – volume: 128 start-page: 535 year: 2018 end-page: 545 ident: bib24 publication-title: ‘Multi-agent Based Simulation for Household Solid Waste Recycling Behavior’, – volume: 37 start-page: 4 year: 2019 end-page: 13 ident: bib5 publication-title: ‘Developing an Applied Algorithm for Multi-Trip Vehicle Routing Problem with Time Windows in Urban Waste Collection: A Case Study’, – year: 2012 ident: bib16 article-title: ‘What a Waste. A Global Review of Solid Waste Management’, – start-page: 666 year: 2017 end-page: 669 ident: bib27 article-title: IoT based solid waste management system for smart city publication-title: International Conference on Intelligent Computing and Control Systems (ICICCS) – year: 2019 ident: bib26 article-title: IWOA: an improved whale optimization algorithm for optimization problems publication-title: J. Compute. Design. Eng. – volume: 34 start-page: 11 year: 2016 end-page: 21 ident: bib32 article-title: Optimal routing for efficient municipal solid waste transportation by using ArcGIS application in Chennai, India publication-title: Waste Management & Research – volume: 43 start-page: 509 year: 2015 end-page: 523 ident: bib14 article-title: A review on technologies and their usage in solid waste monitoring and management systems: issues and challenges publication-title: Waste Manag. – volume: 176 start-page: 143 year: 2016 end-page: 153 ident: bib35 article-title: A dual-objective metaheuristic approach to solve practical pollution routing problem publication-title: Int. J. Prod. Econ. – volume: 6 start-page: 80 year: 1959 end-page: 91 ident: bib9 article-title: ‘The truck dispatching problem’, publication-title: INFORMS – year: 2019 ident: bib13 article-title: A Comprehensive Survey: Whale Optimization Algorithm and its Applications’, – year: 2019 ident: bib3 article-title: Towards a framework of smart-circular systems: an integrative literature review publication-title: J. Clean. Prod. – year: 2017 ident: bib30 article-title: Benefits, challenges and critical factors of success for Zero Waste: a systematic literature review publication-title: Waste Manag. – start-page: 292 year: 1998 end-page: 301 ident: bib42 article-title: Multiobjective optimization using evolutionary algorithms—a comparative case study publication-title: International Conference on Parallel Problem Solving from Nature – year: 2018 ident: bib6 article-title: Enhancing municipal solid waste recycling through reorganizing waste pickers: a case study in Nanjing, China publication-title: Waste Manag. Res. – volume: 230 start-page: 1376 year: 2019 end-page: 1395 ident: bib4 article-title: Variable fleet size and mix VRP with fleet heterogeneity in Integrated Solid Waste Management publication-title: J. Clean. Prod. – volume: 95 start-page: 51 year: 2016 end-page: 67 ident: bib25 article-title: The whale optimization algorithm publication-title: Adv. Eng. Software – volume: 8 start-page: 173 year: 2000 end-page: 195 ident: bib41 publication-title: ‘Comparison of Multiobjective Evolutionary Algorithms: Empirical Results’, – volume: 43 start-page: 432 year: 2009 end-page: 454 ident: bib7 article-title: ‘Models for evaluating and planning city logistics systems’, publication-title: INFORMS – volume: 2378 start-page: 65 year: 2013 end-page: 72 ident: bib23 publication-title: Dynamic Collection Scheduling Using Remote Asset Monitoring: Case Study in the UK Charity Sector’, Transportation Research Record – volume: 71 start-page: 31 year: 2018 end-page: 41 ident: bib15 article-title: Capacitated vehicle-routing problem model for scheduled solid waste collection and route optimization using PSO algorithm publication-title: Waste Manag. – volume: 170 start-page: 234 year: 2015 end-page: 242 ident: bib38 article-title: Vehicle routing problem with fuel consumption and carbon emission publication-title: Int. J. Prod. Econ. – year: 2020 ident: bib21 article-title: How can smart technologies contribute to sustainable product lifecycle management? publication-title: J. Clean. Prod. – year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib34 article-title: A modified whale optimization algorithm for large-scale global optimization problems publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2018.08.027 – volume: 176 start-page: 143 year: 2016 ident: 10.1016/j.jclepro.2020.124183_bib35 article-title: A dual-objective metaheuristic approach to solve practical pollution routing problem publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2016.03.008 – year: 2003 ident: 10.1016/j.jclepro.2020.124183_bib29 – volume: 266 start-page: 487 issue: 2 year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib20 article-title: A branch-and-cut algorithm for the two-echelon capacitated vehicle routing problem with grouping constraints publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2017.10.017 – volume: 170 start-page: 234 year: 2015 ident: 10.1016/j.jclepro.2020.124183_bib38 article-title: Vehicle routing problem with fuel consumption and carbon emission publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2015.09.031 – volume: 143 start-page: 757 year: 2017 ident: 10.1016/j.jclepro.2020.124183_bib12 article-title: The Circular Economy–A new sustainability paradigm? publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2016.12.048 – volume: 230 start-page: 1376 year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib4 article-title: Variable fleet size and mix VRP with fleet heterogeneity in Integrated Solid Waste Management publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.04.250 – volume: 61 start-page: 117 year: 2017 ident: 10.1016/j.jclepro.2020.124183_bib2 article-title: Backtracking Search Algorithm in CVRP Models for Efficient Solid Waste Collection and Route Optimization – start-page: 666 year: 2017 ident: 10.1016/j.jclepro.2020.124183_bib27 article-title: IoT based solid waste management system for smart city – volume: 252 start-page: 119801 year: 2020 ident: 10.1016/j.jclepro.2020.124183_bib17 article-title: Electronic waste collection systems using Internet of Things (IoT): household electronic waste management in Malaysia publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.119801 – year: 2017 ident: 10.1016/j.jclepro.2020.124183_bib36 article-title: A novel hybrid system based on a new proposed algorithm—multi-Objective Whale Optimization Algorithm for wind speed forecasting publication-title: Appl. Energy doi: 10.1016/j.apenergy.2017.10.031 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.jclepro.2020.124183_bib10 article-title: ‘A fast and elitist multiobjective genetic algorithm: NSGA-II’, IEEE transactions on evolutionary computation publication-title: IEEE – year: 2020 ident: 10.1016/j.jclepro.2020.124183_bib21 article-title: How can smart technologies contribute to sustainable product lifecycle management? publication-title: J. Clean. Prod. – volume: 103 start-page: 146 year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib31 – volume: 8 start-page: 173 year: 2000 ident: 10.1016/j.jclepro.2020.124183_bib41 – volume: 95 start-page: 51 year: 2016 ident: 10.1016/j.jclepro.2020.124183_bib25 article-title: The whale optimization algorithm publication-title: Adv. Eng. Software doi: 10.1016/j.advengsoft.2016.01.008 – volume: 2019 year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib37 article-title: A proposed IoT-enabled smart waste bin management system and efficient route selection publication-title: J. Compute. Networks. Commun. – year: 2017 ident: 10.1016/j.jclepro.2020.124183_bib30 article-title: Benefits, challenges and critical factors of success for Zero Waste: a systematic literature review publication-title: Waste Manag. doi: 10.1016/j.wasman.2017.05.004 – year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib6 article-title: Enhancing municipal solid waste recycling through reorganizing waste pickers: a case study in Nanjing, China publication-title: Waste Manag. Res. doi: 10.1177/0734242X18766216 – year: 2013 ident: 10.1016/j.jclepro.2020.124183_bib22 article-title: Environmental informatics for solid and hazardous waste management: advances, challenges, and perspectives publication-title: Crit. Rev. Environ. Sci. Technol. – volume: 128 start-page: 535 year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib24 – volume: 11 start-page: 712 issue: 6 year: 2007 ident: 10.1016/j.jclepro.2020.124183_bib39 article-title: ‘MOEA/D: a multiobjective evolutionary algorithm based on decomposition’, IEEE Transactions on evolutionary computation publication-title: IEEE – year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib26 article-title: IWOA: an improved whale optimization algorithm for optimization problems publication-title: J. Compute. Design. Eng. doi: 10.1016/j.jcde.2019.02.002 – volume: 43 start-page: 432 issue: 4 year: 2009 ident: 10.1016/j.jclepro.2020.124183_bib7 article-title: ‘Models for evaluating and planning city logistics systems’, transportation science publication-title: INFORMS – volume: 13 start-page: 725 year: 2009 ident: 10.1016/j.jclepro.2020.124183_bib19 article-title: A permutation-based dual genetic algorithm for dynamic optimization problems – volume: 2378 start-page: 65 year: 2013 ident: 10.1016/j.jclepro.2020.124183_bib23 – year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib28 article-title: Smart technologies for promotion of energy efficiency, utilization of sustainable resources and waste management publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.04.397 – volume: 34 start-page: 11 year: 2016 ident: 10.1016/j.jclepro.2020.124183_bib32 article-title: Optimal routing for efficient municipal solid waste transportation by using ArcGIS application in Chennai, India – year: 2016 ident: 10.1016/j.jclepro.2020.124183_bib33 article-title: Optimal routing for efficient municipal solid waste transportation by using ArcGIS application in Chennai publication-title: Waste Manag. Res. doi: 10.1177/0734242X15607430 – start-page: 292 year: 1998 ident: 10.1016/j.jclepro.2020.124183_bib42 article-title: Multiobjective optimization using evolutionary algorithms—a comparative case study – volume: 71 start-page: 31 year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib15 article-title: Capacitated vehicle-routing problem model for scheduled solid waste collection and route optimization using PSO algorithm publication-title: Waste Manag. doi: 10.1016/j.wasman.2017.10.019 – year: 2012 ident: 10.1016/j.jclepro.2020.124183_bib16 – year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib13 – volume: 4 start-page: 283 year: 1984 ident: 10.1016/j.jclepro.2020.124183_bib18 article-title: Optimal solutions to capacitated multidepot vehicle routing problems publication-title: Congressus Nemerantium – volume: 43 start-page: 509 year: 2015 ident: 10.1016/j.jclepro.2020.124183_bib14 article-title: A review on technologies and their usage in solid waste monitoring and management systems: issues and challenges publication-title: Waste Manag. doi: 10.1016/j.wasman.2015.05.033 – year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib3 article-title: Towards a framework of smart-circular systems: an integrative literature review publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.02.085 – year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib1 article-title: A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem publication-title: Future Generat. Comput. Syst. doi: 10.1016/j.future.2018.03.020 – volume: 6 start-page: 80 issue: 1 year: 1959 ident: 10.1016/j.jclepro.2020.124183_bib9 article-title: ‘The truck dispatching problem’, management science publication-title: INFORMS – volume: 265 start-page: 765 issue: 2 year: 2018 ident: 10.1016/j.jclepro.2020.124183_bib40 article-title: A multi-depot two-echelon vehicle routing problem with delivery options arising in the last mile distribution publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2017.08.011 – volume: 30 start-page: 23 issue: 1 year: 2010 ident: 10.1016/j.jclepro.2020.124183_bib8 article-title: Pay as you throw: strengths and weaknesses of weight-based billing in household waste collection systems in Sweden publication-title: Waste Manag. doi: 10.1016/j.wasman.2009.09.022 – volume: 31 start-page: 2620 issue: 12 year: 2011 ident: 10.1016/j.jclepro.2020.124183_bib11 article-title: Multiple system modelling of waste management publication-title: Waste Manag. doi: 10.1016/j.wasman.2011.07.007 – volume: 37 start-page: 4 year: 2019 ident: 10.1016/j.jclepro.2020.124183_bib5
SSID	ssj0017074
Score	2.556086
Snippet	In the context of the “smart city”, information and communication technologies (ICT) have become indispensable in the planning and design of modern municipal...
SourceID	proquest crossref elsevier
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	124183
SubjectTerms	algorithms business enterprises communications technology Information and communication technologies Multi-objective hybrid whale optimization algorithm municipal solid waste planning recycling sanitation Smart waste classification and collection Sustainable development Vehicle routing problem
Title	Sustainable smart waste classification and collection system: A bi-objective modeling and optimization approach
URI	https://dx.doi.org/10.1016/j.jclepro.2020.124183 https://www.proquest.com/docview/2489390253
Volume	276
WOSCitedRecordID	wos000579500800162&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: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1879-1786 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0017074 issn: 0959-6526 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3fa9UwFA5y54M-iD9xTiWCb6PXNWmTxreLTFRkCJvQt5K0Cd7L1o57b3V__k5-tXU6poIvpQ1p0-b7cnpIzvmC0GvekIZKohJZGJFkSjRJIYVMpCo0r03GWON0Zj_zo6OiLMWXsGK6cdsJ8LYtLi7E-X-FGsoAbJs6-xdwDw-FAjgH0OEIsMPxj4A_nqREbc6gwv4PCVDu19ZPtoFBHnKfz-Zm7e2lV3T2eepqmXRq5S2h3yonZjJ2YGDOQubmIEd-jX8LryVbvbYRYI2XqB2Cf3oLbNmfduG3aU1zKFst29EoOotYLmX3rZfT6QniQj1CoKqbM4t5M2OQUpx8ZDkJItje9BZcJCkPwtjBNhO_Ocwvdt5POazmK_gW-Iy5bXkOrkrqd8W5IqF9bNuzzREreEhspv4O4bkoZmhn8fGw_DSsO_EDr9sd32_M-Xrz28au82au_Neds3JyH90LKOCFZ8cDdEu3D9HdifbkI9RNeIIdT7DjCf6ZJxhgxyNPsOfJW7zAU5bgyBJXfcoSHFnyGH19f3jy7kMSdt9IauikbWJIloO33XBNakoVaySMXaYzUyhmGFHcUBj_hoMV0JJSkzck0ylRpEnhVGb0CZq1XaufIlxTfcCMNlylNNNEFKmEyqLOMyZkyvQuymIvVnWQprc7pJxWMQZxVYXOr2znV77zd9F8uO3ca7PcdEMRIaqCg-kdxwp4ddOtryKkFRhgu6oGY6jrNxWx8k12sZ4--_fH76E74-B5jmbbda9foNv19-1ys34ZWHoJYRC1ZA
linkProvider	Elsevier
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=Sustainable+smart+waste+classification+and+collection+system%3A+A+bi-objective+modeling+and+optimization+approach&rft.jtitle=Journal+of+cleaner+production&rft.au=Lu%2C+Xulong&rft.au=Pu%2C+Xujin&rft.au=Han%2C+Xiaohua&rft.date=2020-12-10&rft.pub=Elsevier+Ltd&rft.issn=0959-6526&rft.eissn=1879-1786&rft.volume=276&rft_id=info:doi/10.1016%2Fj.jclepro.2020.124183&rft.externalDocID=S0959652620342281
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0959-6526&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0959-6526&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0959-6526&client=summon