{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T16:22:10Z","timestamp":1771604530512,"version":"3.50.1"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030243074","type":"print"},{"value":"9783030243081","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-3-030-24308-1_52","type":"book-chapter","created":{"date-parts":[[2019,6,28]],"date-time":"2019-06-28T07:03:03Z","timestamp":1561705383000},"page":"658-672","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Parallel Symbiotic Organisms Search Algorithm"],"prefix":"10.1007","author":[{"given":"Absalom E.","family":"Ezugwu","sequence":"first","affiliation":[]},{"given":"Rosanne","family":"Els","sequence":"additional","affiliation":[]},{"given":"Jean V.","family":"Fonou-Dombeu","sequence":"additional","affiliation":[]},{"given":"Duane","family":"Naidoo","sequence":"additional","affiliation":[]},{"given":"Kimone","family":"Pillay","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,6,29]]},"reference":[{"key":"52_CR1","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.compstruc.2014.03.007","volume":"139","author":"MY Cheng","year":"2014","unstructured":"Cheng, M.Y., Prayogo, D.: Symbiotic organisms search: a new metaheuristic optimization algorithm. Comput. Struct. 139, 98\u2013112 (2014)","journal-title":"Comput. Struct."},{"issue":"2019","key":"52_CR2","first-page":"184","volume":"119","author":"AE Ezugwu","year":"2018","unstructured":"Ezugwu, A.E., Prayogo, D.: Symbiotic Organisms Search Algorithm: theory, recent advances and applications. Expert Syst. Appl. 119(2019), 184\u2013209 (2018)","journal-title":"Expert Syst. Appl."},{"key":"52_CR3","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.eswa.2017.01.053","volume":"77","author":"AES Ezugwu","year":"2017","unstructured":"Ezugwu, A.E.S., Adewumi, A.O., Fr\u00eencu, M.E.: Simulated annealing based symbiotic organisms search optimization algorithm for traveling salesman problem. Expert Syst. Appl. 77, 189\u2013210 (2017)","journal-title":"Expert Syst. Appl."},{"key":"52_CR4","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.eswa.2017.06.007","volume":"87","author":"AES Ezugwu","year":"2017","unstructured":"Ezugwu, A.E.S., Adewumi, A.O.: Discrete symbiotic organisms search algorithm for travelling salesman problem. Expert Syst. Appl. 87, 70\u201378 (2017)","journal-title":"Expert Syst. Appl."},{"issue":"7","key":"52_CR5","doi-asserted-by":"publisher","first-page":"e0200030","DOI":"10.1371\/journal.pone.0200030","volume":"13","author":"AE Ezugwu","year":"2018","unstructured":"Ezugwu, A.E., Adeleke, O.J., Viriri, S.: Symbiotic organisms search algorithm for the unrelated parallel machines scheduling with sequence-dependent setup times. PLoS ONE 13(7), e0200030 (2018)","journal-title":"PLoS ONE"},{"key":"52_CR6","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.knosys.2019.02.005","volume":"172","author":"AE Ezugwu","year":"2019","unstructured":"Ezugwu, A.E.: Enhanced symbiotic organisms search algorithm for unrelated parallel machines manufacturing scheduling with setup times. Knowl.-Based Syst. 172, 15\u201332 (2019)","journal-title":"Knowl.-Based Syst."},{"key":"52_CR7","doi-asserted-by":"publisher","first-page":"2567","DOI":"10.1109\/ACCESS.2018.2886408","volume":"7","author":"P Govender","year":"2019","unstructured":"Govender, P., Ezugwu, A.E.: A symbiotic organisms search algorithm for optimal allocation of blood products. IEEE Access 7, 2567\u20132588 (2019)","journal-title":"IEEE Access"},{"key":"52_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/978-3-030-05983-5_16","volume-title":"Hybrid Metaheuristics","author":"P Govender","year":"2019","unstructured":"Govender, P., Ezugwu, A.E.: A symbiotic organisms search algorithm for blood assignment problem. In: Blesa Aguilera, M.J., Blum, C., Gambini Santos, H., Pinacho-Davidson, P., Godoy del Campo, J. (eds.) HM 2019. LNCS, vol. 11299, pp. 200\u2013208. Springer, Cham (2019). \n                      https:\/\/doi.org\/10.1007\/978-3-030-05983-5_16"},{"key":"52_CR9","doi-asserted-by":"publisher","unstructured":"Ezugwu, A.E., Adeleke, O.J., Akinyelu, A.A., et al.: A conceptual comparison of several\nmetaheuristic algorithms on continuous optimisation problems. Neural Comput. Appl. (2019). \n                      https:\/\/doi.org\/10.1007\/s00521-019-04132-w","DOI":"10.1007\/s00521-019-04132-w"},{"issue":"4","key":"52_CR10","doi-asserted-by":"publisher","first-page":"2899","DOI":"10.1007\/s13369-018-03713-6","volume":"44","author":"Soniya Lalwani","year":"2019","unstructured":"Lalwani, S., Sharma, H., Satapathy, S.C., et al.: A survey on parallel\nparticle swarm optimization algorithms. Arab. J. Sci. Eng. 44, 2899 (2019). \n                      https:\/\/doi.org\/10.1007\/s13369-018-03713-6","journal-title":"Arabian Journal for Science and Engineering"},{"issue":"9","key":"52_CR11","doi-asserted-by":"publisher","first-page":"1421","DOI":"10.1006\/jpdc.2002.1854","volume":"62","author":"M Randall","year":"2002","unstructured":"Randall, M., Lewis, A.: A parallel implementation of ant colony optimization. J. Parallel Distrib. Comput. 62(9), 1421\u20131432 (2002)","journal-title":"J. Parallel Distrib. Comput."},{"issue":"6\u20137","key":"52_CR12","doi-asserted-by":"publisher","first-page":"619","DOI":"10.1016\/S0167-8191(05)80052-3","volume":"17","author":"H M\u00fchlenbein","year":"1991","unstructured":"M\u00fchlenbein, H., Schomisch, M., Born, J.: The parallel genetic algorithm as function optimizer. Parallel Comput. 17(6\u20137), 619\u2013632 (1991)","journal-title":"Parallel Comput."},{"key":"52_CR13","unstructured":"Husselmann, A.V., Hawick, K.A.: Parallel parametric optimisation with firefly algorithms on graphical processing units. In: Proceedings of the International Conference on Genetic and Evolutionary Methods (GEM12), Number CSTN-141. CSREA, Las Vegas, USA, 16\u201319 July 2012 pp. 77\u201383, July 2012"},{"key":"52_CR14","unstructured":"Tasoulis, D.K., Pavlidis, N.G., Plagianakos, V.P., Vrahatis, M.N.: Parallel differential evolution. In: Congress on Evolutionary Computation 2004, CEC2004, vol. 2, pp. 2023\u20132029. IEEE, June 2004"},{"issue":"2018","key":"52_CR15","first-page":"473","volume":"79","author":"Y Zhou","year":"2017","unstructured":"Zhou, Y., He, F., Hou, N., Qiu, Y.: Parallel ant colony optimization on multi-core SIMD CPUs. Future Gener. Comput. Syst. 79(2018), 473\u2013487 (2017)","journal-title":"Future Gener. Comput. Syst."},{"key":"52_CR16","unstructured":"Shonkwiler, R.: Parallel genetic algorithms. In: ICGA, pp. 199\u2013205, June 1993"},{"key":"52_CR17","unstructured":"Ntipteni, M.S., Valakos, I.M., Nikolos, I.K.: An asynchronous parallel differential evolution algorithm. In: Proceedings of the ERCOFTAC Conference on Design Optimisation: Methods and Application (2006)"},{"issue":"2018","key":"52_CR18","first-page":"809","volume":"21","author":"JF Chang","year":"2005","unstructured":"Chang, J.F., Roddick, J.F., Pan, J.S., Chu, S.C.: A parallel particle swarm optimization algorithm with communication strategies. J. Inf. Sci. Eng. 21(2018), 809\u2013818 (2005)","journal-title":"J. Inf. Sci. Eng."},{"issue":"4","key":"52_CR19","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1002\/nme.1646","volume":"67","author":"B Koh","year":"2006","unstructured":"Koh, B., George, A., Haftka, R., Fregly, B.: Parallel asynchronous particle swarm optimization. Int. J. Numer. Meth. Eng. 67(4), 578\u2013595 (2006)","journal-title":"Int. J. Numer. Meth. Eng."},{"issue":"3","key":"52_CR20","doi-asserted-by":"publisher","first-page":"361","DOI":"10.5267\/j.dsl.2016.2.004","volume":"5","author":"S Nama","year":"2016","unstructured":"Nama, S., Saha, A., Ghosh, S.: Improved symbiotic organisms search algorithm for solving unconstrained function optimization. Decis. Sci. Lett. 5(3), 361\u2013380 (2016)","journal-title":"Decis. Sci. Lett."},{"key":"52_CR21","volume-title":"Operating System Concepts","author":"A Silberschatz","year":"2018","unstructured":"Silberschatz, A., Gagne, G., Galvin, P.B.: Operating System Concepts. Wiley, Hoboken (2018)"},{"key":"52_CR22","volume-title":"Using OpenMP: Portable Shared Memory Parallel Programming","author":"B Chapman","year":"2008","unstructured":"Chapman, B., Jost, G., Van Der Pas, R.: Using OpenMP: Portable Shared Memory Parallel Programming, vol. 10. MIT Press, Cambridge (2008)"},{"key":"52_CR23","unstructured":"OpenMP: Admin Magazine. \n                      http:\/\/www.admin-magazine.com\/HPC\/Articles\/Programming-with-OpenMP\n                      \n                    . Accessed 23 Nov 2018"},{"key":"52_CR24","unstructured":"SOS source code. \n                      http:\/\/140.118.5.112:85\/SOS\/MOSOS.html\n                      \n                    . Accessed 23 Nov 2018"},{"key":"52_CR25","unstructured":"https:\/\/www.howtoforge.com\/tutorial\/how-to-install-and-use-profiling-tool-gprof\/\n                      \n                    . Accessed 28 Nov 2018"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2019"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-24308-1_52","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,28]],"date-time":"2019-06-28T07:14:48Z","timestamp":1561706088000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-24308-1_52"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030243074","9783030243081"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-24308-1_52","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"29 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Saint Petersburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Russia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}