{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T11:02:32Z","timestamp":1773658952349,"version":"3.50.1"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Evol. Intel."],"published-print":{"date-parts":[[2026,2]]},"DOI":"10.1007\/s12065-025-01137-4","type":"journal-article","created":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T04:44:40Z","timestamp":1770007480000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Emission trading permits pricing and path planning of urban transportation network based on emission trading scheme"],"prefix":"10.1007","volume":"19","author":[{"given":"Shuqin","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Baozhong","family":"Cui","sequence":"additional","affiliation":[]},{"given":"Linzhong","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Ping","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Yuru","family":"Zhao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,2,2]]},"reference":[{"key":"1137_CR1","unstructured":"OECD (2024) Air and GHG emissions (indicator)"},{"key":"1137_CR2","doi-asserted-by":"publisher","first-page":"113080","DOI":"10.1016\/j.rser.2022.113080","volume":"173","author":"H Zhang","year":"2023","unstructured":"Zhang H, Zhang D, Zhang X (2023) The role of output-based emission trading system in the decarbonization of china\u2019s power sector. Renew Sustain Energy Rev 173:113080","journal-title":"Renew Sustain Energy Rev"},{"key":"1137_CR3","doi-asserted-by":"publisher","first-page":"128362","DOI":"10.1016\/j.jclepro.2021.128362","volume":"317","author":"NA Manaf","year":"2021","unstructured":"Manaf NA, Milani D, Abbas A (2021) An intelligent platform for evaluating investment in low-emissions technology for clean power production under ETS policy. J Clean Prod 317:128362","journal-title":"J Clean Prod"},{"issue":"2","key":"1137_CR4","doi-asserted-by":"publisher","first-page":"124581","DOI":"10.1016\/j.energy.2022.124581","volume":"255","author":"Z Yu","year":"2022","unstructured":"Yu Z, Geng Y, Calzadilla A, Bleischwitz R (2022) China\u2019s unconventional carbon emissions trading market: the impact of a rate-based cap in the power generation sector. Energy 255(2):124581","journal-title":"Energy"},{"issue":"3","key":"1137_CR5","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1080\/14693062.2020.1851641","volume":"21","author":"W Li","year":"2021","unstructured":"Li W, Wang L, Li Y, Liu B (2021) A blockchain-based emissions trading system for the road transport sector: policy design and evaluation. Clim Policy 21(3):337\u2013352","journal-title":"Clim Policy"},{"issue":"4","key":"1137_CR6","first-page":"11224","volume":"45","author":"S Zhao","year":"2023","unstructured":"Zhao S, Liu L, Zhao P, Wang X, Zhang C, Wang S (2023) A two-stage stochastic programming approach for reserving and allocating of emission trading permits under uncertainties. Energy Sour Part A Recover Utilization Environ Eff 45(4):11224\u201311241","journal-title":"Energy Sour Part A Recover Utilization Environ Eff"},{"key":"1137_CR7","unstructured":"Klooster J, Kampman B (2006) Dealing with transport emissions. An emission trading system for the transport sector, a viable solution(No. NV\u20135550).Swedish environmental protection agency. Stockholm"},{"issue":"11","key":"1137_CR8","doi-asserted-by":"publisher","first-page":"5562","DOI":"10.1016\/j.enpol.2007.05.025","volume":"35","author":"P Morrell","year":"2007","unstructured":"Morrell P (2007) An evaluation of possible EU air transport emissions trading scheme allocation methods. Energy Policy 35(11):5562\u20135570","journal-title":"Energy Policy"},{"key":"1137_CR9","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/j.trpro.2021.11.111","volume":"59","author":"J Scheelhaase","year":"2021","unstructured":"Scheelhaase J, Maertens S, Grimme W (2021) Options for improving the EU emissions trading scheme (EU ETS) for aviation. Transp Res Procedia 59:193\u2013202","journal-title":"Transp Res Procedia"},{"issue":"2","key":"1137_CR10","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.jairtraman.2009.10.009","volume":"16","author":"A Anger","year":"2010","unstructured":"Anger A (2010) Including aviation in the European emissions trading scheme: impacts on the industry, CO2 emissions and macroeconomic activity in the EU. J Air Transp Manage 16(2):100\u2013105","journal-title":"J Air Transp Manage"},{"issue":"10","key":"1137_CR11","doi-asserted-by":"publisher","first-page":"1066","DOI":"10.1016\/j.tra.2010.03.005","volume":"45","author":"J Vespermann","year":"2011","unstructured":"Vespermann J, Wald A (2011) Much ado about Nothing?\u2013An analysis of economic impacts and Ecologic effects of the EU-emission trading scheme in the aviation industry. Transp Res Part Policy Pr 45(10):1066\u20131076","journal-title":"Transp Res Part Policy Pr"},{"key":"1137_CR12","doi-asserted-by":"publisher","first-page":"117734","DOI":"10.1016\/j.jclepro.2019.117734","volume":"237","author":"M Efthymiou","year":"2019","unstructured":"Efthymiou M, Papatheodorou A (2019) EU emissions trading scheme in aviation: policy analysis and suggestions. J Clean Prod 237:117734","journal-title":"J Clean Prod"},{"key":"1137_CR13","first-page":"10591","volume":"111","author":"X Fageda","year":"2022","unstructured":"Fageda X, Teixid\u00f3 JJ (2022) Pricing carbon in the aviation sector: evidence from the European emissions trading system. J Environ Econ Manage 111:10591","journal-title":"J Environ Econ Manage"},{"issue":"1","key":"1137_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13437-019-00165-z","volume":"18","author":"AH Rony","year":"2019","unstructured":"Rony AH, Kitada M, Dalaklis D, \u00d6l\u00e7er AI, Ballini F (2019) Exploring the new policy framework of environmental performance management for shipping: a pilot study. WMU J Maritime Affairs 18(1):1\u201324","journal-title":"WMU J Maritime Affairs"},{"issue":"5","key":"1137_CR15","doi-asserted-by":"publisher","first-page":"554","DOI":"10.1016\/j.eng.2021.01.007","volume":"7","author":"S Wang","year":"2021","unstructured":"Wang S, Zhen L, Psaraftis HN, Yan R (2021) Implications of the eu\u2019s inclusion of maritime transport in the emissions trading system for shipping companies. Engineering 7(5):554\u2013557","journal-title":"Engineering"},{"issue":"13","key":"1137_CR16","doi-asserted-by":"publisher","first-page":"3915","DOI":"10.3390\/en14133915","volume":"14","author":"A Christodoulou","year":"2021","unstructured":"Christodoulou A, Dalaklis D, \u00d6l\u00e7er AI, Masodzadeh PG (2021) Inclusion of shipping in the EU-ETS: assessing the direct costs for the maritime sector using the MRV data. Energies 14(13):3915","journal-title":"Energies"},{"key":"1137_CR17","doi-asserted-by":"publisher","first-page":"104989","DOI":"10.1016\/j.marpol.2022.104989","volume":"138","author":"M Wu","year":"2022","unstructured":"Wu M, Li KX, Xiao Y, Yuen KF (2022) Carbon emission trading scheme in the shipping sector: Drivers, challenges, and impacts. Mar Policy 138:104989","journal-title":"Mar Policy"},{"key":"1137_CR18","doi-asserted-by":"publisher","first-page":"1971","DOI":"10.1016\/j.sbspro.2012.06.1170","volume":"48","author":"C Link","year":"2012","unstructured":"Link C, Stark J, Sonntag A, H\u00f6ssinger R (2012) Contribution of an emission trading scheme to reduce road traffic induced CO2 emissions in Austria. Procedia Soc Behav Sci 48:1971\u20131982","journal-title":"Procedia Soc Behav Sci"},{"key":"1137_CR19","doi-asserted-by":"publisher","first-page":"770","DOI":"10.1016\/j.trpro.2014.10.056","volume":"3","author":"E Angulo","year":"2014","unstructured":"Angulo E, Espinosa-Aranda JL, Garc\u00eda-R\u00f3denas R, L\u00f3pez ML (2014) Emissions Cap-and-Trade approaches for managing urban road mobility. Transp Res Procedia 3:770\u2013779","journal-title":"Transp Res Procedia"},{"issue":"3","key":"1137_CR20","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1080\/14693062.2020.1851641","volume":"21","author":"W Li","year":"2020","unstructured":"Li W, Wang L, Li Y, Liu B (2020) A blockchain-based emissions trading system for the road transport sector: policy design and evaluation. Clim Policy 21(3):337\u2013352","journal-title":"Clim Policy"},{"key":"1137_CR21","doi-asserted-by":"crossref","unstructured":"Huang D, Han M, Jiang Y (2021) Research on freight transportation carbon emission reduction based on system dynamics. Appl Sci 11(5)","DOI":"10.3390\/app11052041"},{"key":"1137_CR22","doi-asserted-by":"crossref","unstructured":"Sheng Q, Liu Y, Zhan Y, Wan Q, Fan L (2023) Urban transportation network allocation considering heterogeneous users in the context of carbon trading. In Sixth International Conference on Traffic Engineering and Transportation System (ICTETS 2022) 12591:799\u2013806","DOI":"10.1117\/12.2668745"},{"issue":"4","key":"1137_CR23","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/j.trc.2018.02.005","volume":"89","author":"RE Stern","year":"2018","unstructured":"Stern RE, Cui S, Monache MLD, Bhadani R, Bunting M, Churchill M, Hamilton N, Haulcy R, Pohlmann H, Wu F, Piccoli B, Seibold B, Sprinkle J, Work DB (2018) Dissipation of stop-and-go waves via control of autonomous vehicles: field experiments.Transportation research part C. Emerg Technol 89(4):205\u2013221","journal-title":"Emerg Technol"},{"issue":"2","key":"1137_CR24","doi-asserted-by":"publisher","first-page":"822","DOI":"10.3934\/nhm.2024037","volume":"19","author":"M Briani","year":"2024","unstructured":"Briani M, Manzo R, Piccoli B, Rarit\u00e0 L (2024) Estimation of nox and O3 reduction by dissipating traffic waves. Networks Heterogen Media 19(2):822\u2013841","journal-title":"Networks Heterogen Media"},{"issue":"1","key":"1137_CR25","doi-asserted-by":"publisher","first-page":"20240126","DOI":"10.1515\/math-2024-0126","volume":"23","author":"M Briani","year":"2025","unstructured":"Briani M, Denaro CA, Piccoli B, Rarit\u00e0 L (2025) Dynamics of particulate emissions in the presence of autonomous vehicles. Open Math 23(1):20240126","journal-title":"Open Math"},{"key":"1137_CR26","doi-asserted-by":"crossref","unstructured":"Denaro CA, Manzo R, Piccoli B, Rarit\u00e0 L (2025) Effects of Autonomous Vehicles on Particulate Matter Emissions. In: Rasteiro DMLD, YIlmaz F, Queiruga-Dios A, Mart\u00edn VJ, Mierlus MI (eds) Mathematical Methods for Engineering Applications. ICMASE 2024. Springer Proceedings in Mathematics & Statistics, 490. Springer, Cham","DOI":"10.1007\/978-3-031-84151-4_20"},{"issue":"6","key":"1137_CR27","doi-asserted-by":"publisher","first-page":"4399","DOI":"10.1016\/j.apm.2012.09.052","volume":"37","author":"J Cui","year":"2013","unstructured":"Cui J, Liu S, Zeng B, Xie N (2013) A novel grey forecasting model and its optimization. Appl Math Model 37(6):4399\u20134406","journal-title":"Appl Math Model"},{"issue":"1","key":"1137_CR28","first-page":"012013","volume":"634","author":"B Wang","year":"2021","unstructured":"Wang B, Ge Y (2021) Predicting the influence of Guangfo metro on the economic level of Foshan City based on the GM(1,1) model. IOP Conf Series: Earth Environ Sci 634(1):012013","journal-title":"IOP Conf Series: Earth Environ Sci"},{"key":"1137_CR29","first-page":"1","volume":"2021","author":"F Yang","year":"2021","unstructured":"Yang F, Tang X, Gan Y, Zhang X, Li J, Han X, Ahmad I (2021) Forecast of freight volume in xi\u2019an based on Gray GM (1, 1) model and Markov forecasting model. J Math 2021:1\u20136","journal-title":"J Math"},{"key":"1137_CR30","doi-asserted-by":"publisher","first-page":"136922","DOI":"10.1016\/j.jclepro.2023.136922","volume":"404","author":"H Wang","year":"2023","unstructured":"Wang H, Zhang Z (2023) A Spatial lagged multivariate discrete grey model for forecasting an economy-energy-environment system. J Clean Prod 404:136922","journal-title":"J Clean Prod"},{"key":"1137_CR31","volume-title":"The theory of games and economic behavior","author":"JV Neumann","year":"1944","unstructured":"Neumann JV, Morgenstern O (1944) The theory of games and economic behavior. Princeton University Press, Princeton"},{"key":"1137_CR32","volume-title":"Contributions to theory games (AM-28)","author":"L Shapley","year":"1951","unstructured":"Shapley L (1951) A value for n-person games. Contributions to theory games (AM-28). Princeton Univ. Pres, Princeton, NJ, USA"},{"key":"1137_CR33","doi-asserted-by":"crossref","unstructured":"Xu X, Pan S, Ballot E (2012) Allocation of Transportation Cost & CO2 Emission in Pooled Supply Chains Using Cooperative Game Theory. IFAC Proceedings Volumes 45(6): 547\u2013553","DOI":"10.3182\/20120523-3-RO-2023.00078"},{"key":"1137_CR34","doi-asserted-by":"publisher","first-page":"114180","DOI":"10.1016\/j.enconman.2021.114180","volume":"238","author":"Y Wang","year":"2021","unstructured":"Wang Y, Gao W, Qian F, Li Y (2021) Evaluation of economic benefits of virtual power plant between demand and plant sides based on cooperative game theory. Energy Conv Manag 238:114180","journal-title":"Energy Conv Manag"},{"issue":"1\u20132","key":"1137_CR35","first-page":"471","volume":"274","author":"H Omrani","year":"2018","unstructured":"Omrani H, Shafaat K, Alizadeh A (2018) Integrated data envelopment analysis and cooperative game for evaluating energy efficiency of transportation sector: a case of Iran. AnOR 274(1\u20132):471\u2013499","journal-title":"AnOR"},{"key":"1137_CR36","doi-asserted-by":"publisher","first-page":"104960","DOI":"10.1016\/j.eneco.2020.104960","volume":"92","author":"Q Qin","year":"2020","unstructured":"Qin Q, Liu Y, Huang JP (2020) A cooperative game analysis for the allocation of carbon emissions reduction responsibility in china\u2019s power industry. Energy Econ 92:104960","journal-title":"Energy Econ"},{"key":"1137_CR37","volume-title":"Introduction to social network methods","author":"RA Hanneman","year":"2005","unstructured":"Hanneman RA, Riddle M (2005) Introduction to social network methods. University of California, Riverside, Riverside, CA"},{"key":"1137_CR38","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.trb.2017.08.029","volume":"105","author":"Y Hadas","year":"2017","unstructured":"Hadas Y, Gnecco G, Sanguineti M (2017) An approach to transportation network analysis via transferable utility games. Transp Res Part B Methodol 105:120\u2013143","journal-title":"Transp Res Part B Methodol"},{"issue":"2","key":"1137_CR39","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1109\/4235.996017","volume":"6","author":"K Deb","year":"2002","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182\u2013197","journal-title":"IEEE Trans Evol Comput"},{"key":"1137_CR40","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.trb.2021.10.002","volume":"154","author":"Z Han","year":"2021","unstructured":"Han Z, Han B, Li D (2021) Train timetabling in rail transit network under uncertain and dynamic demand using advanced and adaptive NSGA-II. Transp Res Part B Methodol 154:65\u201399","journal-title":"Transp Res Part B Methodol"},{"issue":"4","key":"1137_CR41","first-page":"1193","volume":"66","author":"G Zhang","year":"2017","unstructured":"Zhang G, Su Z, Li M, Yue F, Jiang J, Yao X (2017) Constraint handling in NSGA-II for solving optimal testing resource allocation problems. ITR 66(4):1193\u20131212","journal-title":"ITR"},{"key":"1137_CR42","doi-asserted-by":"publisher","first-page":"117090","DOI":"10.1016\/j.energy.2020.117090","volume":"196","author":"U Lee","year":"2020","unstructured":"Lee U, Park S, Lee I (2020) Robust design optimization (RDO) of thermoelectric generator system using non-dominated sorting genetic algorithm II (NSGA-II). Energy 196:117090","journal-title":"Energy"},{"issue":"3","key":"1137_CR43","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1016\/j.asoc.2011.11.011","volume":"12","author":"Y Deng","year":"2012","unstructured":"Deng Y, Chen Y, Zhang Y, Mahadevan S (2012) Fuzzy Dijkstra algorithm for shortest path problem under uncertain environment. Appl Soft Comput 12(3):1231\u20131237","journal-title":"Appl Soft Comput"},{"issue":"2","key":"1137_CR44","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1287\/trsc.18.2.185","volume":"18","author":"S Nguyen","year":"1984","unstructured":"Nguyen S, Dupuis C (1984) An efficient method for computing traffic equilibria in networks with asymmetric transportation costs. Transp Sci 18(2):185\u2013202","journal-title":"Transp Sci"},{"key":"1137_CR45","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.jeem.2016.11.007","volume":"83","author":"S Fu","year":"2017","unstructured":"Fu S, Gu Y (2017) Highway toll and air pollution: evidence from Chinese cities. J Environ Econ Manage 83:32\u201349","journal-title":"J Environ Econ Manage"}],"container-title":["Evolutionary Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-025-01137-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12065-025-01137-4","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-025-01137-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T10:09:02Z","timestamp":1773655742000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12065-025-01137-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2]]},"references-count":45,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,2]]}},"alternative-id":["1137"],"URL":"https:\/\/doi.org\/10.1007\/s12065-025-01137-4","relation":{},"ISSN":["1864-5909","1864-5917"],"issn-type":[{"value":"1864-5909","type":"print"},{"value":"1864-5917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2]]},"assertion":[{"value":"18 September 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 November 2025","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 December 2025","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 February 2026","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"22"}}