{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:52:38Z","timestamp":1743029558345,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":37,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811613531"},{"type":"electronic","value":"9789811613548"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-981-16-1354-8_39","type":"book-chapter","created":{"date-parts":[[2021,3,31]],"date-time":"2021-03-31T08:02:49Z","timestamp":1617177769000},"page":"560-581","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Multi-objective Algorithm Based on M-MOEA\/D Algorithm and Tissue-Like P System for Solving Bi-objective Grain Dispatching and Transportation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3305-7882","authenticated-orcid":false,"given":"Xinyue","family":"Hu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6845-6125","authenticated-orcid":false,"given":"Hua","family":"Yang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0205-768X","authenticated-orcid":false,"given":"Kang","family":"Zhou","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6922-1931","authenticated-orcid":false,"given":"Hang","family":"Shu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2429-8839","authenticated-orcid":false,"given":"Zhixin","family":"He","sequence":"additional","affiliation":[]},{"given":"Jian","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Guangbin","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,1]]},"reference":[{"issue":"2","key":"39_CR1","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1109\/TSMCA.2002.806498","volume":"33","author":"LH Lee","year":"2003","unstructured":"Lee, L.H., Tan, K.C., Ou, K.: Vehicle capacity planning system: a case study on vehicle routing problem with time windows. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 33(2), 169\u2013178 (2003)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum."},{"issue":"1","key":"39_CR2","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1007\/BF02022044","volume":"4","author":"MWP Savelsbergh","year":"1985","unstructured":"Savelsbergh, M.W.P.: Local search in routing problems with time windows. Ann. Oper. Res. 4(1), 285\u2013305 (1985)","journal-title":"Ann. Oper. Res."},{"key":"39_CR3","volume-title":"Multi-Objective Optimization Using Evolutionary Algorithms","author":"K Deb","year":"2001","unstructured":"Deb, K.: Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester (2001)"},{"key":"39_CR4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-5184-0","volume-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","author":"CAC Coello","year":"2002","unstructured":"Coello, C.A.C., Veldhuizen, D.A., Lamont, G.B.: Evolutionary Algorithms for Solving Multi-Objective Problems. Kluwer Academic Publishers, Dordrecht (2002)"},{"key":"39_CR5","volume-title":"Multi-objective Evolutionary Algorithms and Applications","author":"KC Tan","year":"2005","unstructured":"Tan, K.C., Khor, E.F., Lee, T.H.: Multi-objective Evolutionary Algorithms and Applications. Springer, New York (2005)"},{"key":"39_CR6","series-title":"Studies in Fuzziness and Soft Computing","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/3-540-32363-5_14","volume-title":"Recent Advances in Memetic Algorithms","author":"J Knowles","year":"2005","unstructured":"Knowles, J., Corne, D.: Memetic algorithms for multi-objective optimization: issues, methods and prospects. In: Hart, W.E., Smith, J.E., Krasnogor, N. (eds.) Recent Advances in Memetic Algorithms. Studies in Fuzziness and Soft Computing, vol. 166, pp. 313\u2013352. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/3-540-32363-5_14"},{"issue":"3","key":"39_CR7","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1109\/TEVC.2004.826067","volume":"8","author":"CAC Coello","year":"2004","unstructured":"Coello, C.A.C., Pulido, G.T., Lechuga, M.S.: Handling multiple objectives with particle swarm optimization. IEEE Trans. Evol. Comput. 8(3), 256\u2013279 (2004)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"2","key":"39_CR8","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.: A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6(2), 182\u2013197 (2002)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"39_CR9","unstructured":"Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: improving the strength pareto evolutionary algorithm for multi-objective optimization. In: Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems. Proceedings of the EUROGEN 2001, September, pp. 19\u201321. Athens. Greece (2001)"},{"issue":"4","key":"39_CR10","doi-asserted-by":"publisher","first-page":"1096","DOI":"10.1016\/j.asoc.2010.04.001","volume":"10","author":"K Ghoseiri","year":"2010","unstructured":"Ghoseiri, K., Ghannadpour, S.F.: Multi-objective vehicle routing problem with time windows using goal programming and genetic algorithm. Appl. Soft Comput. 10(4), 1096\u20131107 (2010)","journal-title":"Appl. Soft Comput."},{"issue":"6","key":"39_CR11","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1109\/TEVC.2007.892759","volume":"11","author":"Q Zhang","year":"2007","unstructured":"Zhang, Q., Li, H.: Moea\/d: a multi-objective evolutionary algorithm based on decomposition. IEEE Trans. Evol. Comput. 11(6), 712\u2013731 (2007)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"1","key":"39_CR12","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.swevo.2011.03.001","volume":"1","author":"A Zhou","year":"2011","unstructured":"Zhou, A., Qu, B.Y., Li, H.: Multiobjective evolutionary algorithms: a survey of the state of the art. Swarm Evol Comput. 1(1), 32\u201349 (2011)","journal-title":"Swarm Evol Comput."},{"key":"39_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.swevo.2011.11.003","volume":"2","author":"F Neri","year":"2012","unstructured":"Neri, F., Cotta, C.: Memetic algorithms and memetic computing optimization: a literature review. Swarm Evol. Comput. 2, 1\u201314 (2012)","journal-title":"Swarm Evol. Comput."},{"key":"39_CR14","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.cor.2015.04.009","volume":"62","author":"Y Qi","year":"2015","unstructured":"Qi, Y., Hou, Z., Li, H.: A decomposition based memetic algorithm for multi-objective vehicle routing problem with time windows. Comput. Oper. Res. 62, 61\u201377 (2015)","journal-title":"Comput. Oper. Res."},{"key":"39_CR15","volume-title":"Handbook of Membrane Computing","author":"Gh P\u0103un","year":"2009","unstructured":"P\u0103un, Gh., Rozenberg, G., Salomaa, A.: Handbook of Membrane Computing. Oxford University Press, Oxford (2009)"},{"key":"39_CR16","unstructured":"P\u0103un, Gh.: Computing with membranes. J. Comput. Syst. Sci. 61(1), 108\u2013143 (2000)"},{"key":"39_CR17","unstructured":"Martin-Vide, C., P\u0103un, Gh., Pazos, J.: Tissue P systems. Theoret. Comput. Sci. 296(2), 295\u2013326 (2003)"},{"issue":"9","key":"39_CR18","doi-asserted-by":"publisher","first-page":"640","DOI":"10.1007\/s00500-004-0393-4","volume":"9","author":"F Bernardini","year":"2005","unstructured":"Bernardini, F., Gheorghe, M.: Cell communication in tissue P systems: universality results. Soft Comput. 9(9), 640\u2013649 (2005)","journal-title":"Soft Comput."},{"key":"39_CR19","unstructured":"Freund, R., P\u0103un, Gh., Perez-Jimenez, M.J.: Tissue P systems with channel states. Theoret. Comput. Sci. 330(1), 101\u2013116 (2005)"},{"key":"39_CR20","doi-asserted-by":"crossref","unstructured":"P\u0103un, A., P\u0103un, Gh.: Small universal spiking neural P systems. Biosystems 90(1), 48\u201360 (2007)","DOI":"10.1016\/j.biosystems.2006.06.006"},{"key":"39_CR21","unstructured":"Ionescu, M., P\u0103un, Gh., Yokomori, T.: Spiking neural P systems. Fundamenta Informaticae 71(2), 279\u2013308 (2006)"},{"key":"39_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1007\/11963516_27","volume-title":"Membrane Computing","author":"OH Ibarra","year":"2006","unstructured":"Ibarra, O.H., Woodworth, S.: Characterizations of some restricted spiking neural P systems. In: Hoogeboom, H.J., P\u0103un, G., Rozenberg, G., Salomaa, A. (eds.) WMC 2006. LNCS, vol. 4361, pp. 424\u2013442. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11963516_27"},{"key":"39_CR23","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1016\/j.tcs.2015.12.038","volume":"623","author":"T Wu","year":"2016","unstructured":"Wu, T., Zhang, Z., P\u0103un, Gh, Pan, L.: Cell-like spiking neural P systems. Theoret. Comput. Sci. 623, 180\u2013189 (2016)","journal-title":"Theoret. Comput. Sci."},{"issue":"8","key":"39_CR24","doi-asserted-by":"crossref","first-page":"3349","DOI":"10.1109\/TNNLS.2017.2726119","volume":"29","author":"T Wu","year":"2017","unstructured":"Wu, T., P\u0103un, A., Zhang, Z., Pan, L.: Spiking neural P systems with polarizations. IEEE Trans. Neural Networks Learn. Syst. 29(8), 3349\u20133360 (2017)","journal-title":"IEEE Trans. Neural Networks Learn. Syst."},{"issue":"08","key":"39_CR25","doi-asserted-by":"publisher","first-page":"1850013","DOI":"10.1142\/S0129065718500132","volume":"28","author":"T Wu","year":"2018","unstructured":"Wu, T., B\u00eelb\u00eee, F.D., P\u0103un, A., Pan, L., Neri, F.: Simplified and yet Turing universal spiking neural P systems with communication on request. Int. J. Neural Syst. 28(08), 1850013 (2018)","journal-title":"Int. J. Neural Syst."},{"key":"39_CR26","doi-asserted-by":"crossref","unstructured":"Wu, T., Pan, L., Yu, Q., Tan, K. C.: Numerical spiking neural P systems. IEEE Trans. Neural Networks Learn. Syst. (2020)","DOI":"10.1109\/TNNLS.2020.3005538"},{"key":"39_CR27","doi-asserted-by":"crossref","unstructured":"Wu, T., Zhang, L., Pan, L.: Spiking neural P systems with target indications. Theoret. Comput. Sci. (2020)","DOI":"10.1016\/j.tcs.2020.07.016"},{"key":"39_CR28","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1016\/j.swevo.2017.11.001","volume":"39","author":"W Dong","year":"2018","unstructured":"Dong, W., Zhou, K., Qi, H.: A tissue P system based evolutionary algorithm for multi-objective VRPTW. Swarm Evol. Comput. 39, 310\u2013322 (2018)","journal-title":"Swarm Evol. Comput."},{"issue":"5","key":"39_CR29","first-page":"509","volume":"10","author":"F Bernardini","year":"2004","unstructured":"Bernardini, F., Gheorghe, M.: Population P systems. J. Universal Comput. Sci. 10(5), 509\u2013539 (2004)","journal-title":"J. Universal Comput. Sci."},{"issue":"3","key":"39_CR30","first-page":"201","volume":"12","author":"E Csuhaj-Varj\u00fa","year":"2006","unstructured":"Csuhaj-Varj\u00fa, E., Kelemen, J., Kelemenova, A.: Computing with cells in environment: P colonies. J. Multiple Valued Logic Soft Comput. 12(3), 201\u2013215 (2006)","journal-title":"J. Multiple Valued Logic Soft Comput."},{"key":"39_CR31","doi-asserted-by":"crossref","unstructured":"Freund, R., Oswald, M.: P colonies working in the maximally parallel and in the sequential mode. In: Proceedings of 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, pp. 419\u2013426 (2005)","DOI":"10.1109\/SYNASC.2005.55"},{"key":"39_CR32","unstructured":"Kelemen, J., Kelemenova, A., P\u0103un, Gh.: On the power of a biochemically inspired simple computing model P colonies. In: Proceedings of the Workshop on Artificial Chemistry and Its Applications, pp. 82\u201386. ECAL, Boston (2005)"},{"issue":"4","key":"39_CR33","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1080\/10020070708541023","volume":"17","author":"H Liang","year":"2007","unstructured":"Liang, H., Xiongxiong, H., Ning, W.: P systems based multi-objective optimization algorithm. Progress Natural ENCE 17(4), 458\u2013465 (2007)","journal-title":"Progress Natural ENCE"},{"issue":"2","key":"39_CR34","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1287\/opre.35.2.254","volume":"35","author":"MM Solomon","year":"1987","unstructured":"Solomon, M.M.: Algorithms for the vehicle routing and scheduling problems with time window constraints. Oper. Res. 35(2), 254\u2013265 (1987)","journal-title":"Oper. Res."},{"issue":"1","key":"39_CR35","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/s10589-005-3070-3","volume":"34","author":"KC Tan","year":"2006","unstructured":"Tan, K.C., Chew, Y.H., Lee, L.H.: A hybrid multi-objective evolutionary algorithm for solving vehicle routing problem with time windows. Comput. Optim. Appl. 34(1), 115\u2013151 (2006)","journal-title":"Comput. Optim. Appl."},{"key":"39_CR36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-55989-6","volume-title":"Real-Life Applications with Membrane Computing","author":"G Zhang","year":"2017","unstructured":"Zhang, G., P\u00e9rez-Jim\u00e9nez, M.J., Gheorghe, M.: Real-Life Applications with Membrane Computing. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-55989-6"},{"key":"39_CR37","unstructured":"Garcia-Najera, A.: Multi-objective evolutionary algorithms for vehicle routing problems. University of Birmingham (2010)"}],"container-title":["Communications in Computer and Information Science","Bio-Inspired Computing: Theories and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-16-1354-8_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T05:46:01Z","timestamp":1724737561000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-16-1354-8_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9789811613531","9789811613548"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-981-16-1354-8_39","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"1 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BIC-TA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Bio-Inspired Computing: Theories and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Qingdao","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bicta2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2020.bicta.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"109","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"43","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"39% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}