{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T02:29:43Z","timestamp":1773541783918,"version":"3.50.1"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030707125","type":"print"},{"value":"9783030707132","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/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":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-70713-2_28","type":"book-chapter","created":{"date-parts":[[2021,5,5]],"date-time":"2021-05-05T18:06:11Z","timestamp":1620237971000},"page":"293-303","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Application of Shuffled Frog-Leaping Algorithm for Optimal Software Project Scheduling and Staffing"],"prefix":"10.1007","author":[{"given":"Ahmed O.","family":"Ameen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hammed A.","family":"Mojeed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdulazeez T.","family":"Bolariwa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdullateef O.","family":"Balogun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Modinat A.","family":"Mabayoje","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatima E.","family":"Usman-Hamzah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muyideen","family":"Abdulraheem","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,5,6]]},"reference":[{"key":"28_CR1","unstructured":"Kang, K., Hahn, J.: Learning and forgetting curves in software development: does type of knowledge matter? In: ICIS 2009 Proceedings, p. 194 (2009)"},{"issue":"6","key":"28_CR2","first-page":"3213","volume":"14","author":"HA Mojeed","year":"2019","unstructured":"Mojeed, H.A., Bajeh, A.O., Balogun, A.O., Adeleke, H.O.: Memetic approach for multi-objective overtime planning in software engineering projects. J. Eng. Sci. Technol. 14(6), 3213\u20133233 (2019)","journal-title":"J. Eng. Sci. Technol."},{"key":"28_CR3","unstructured":"Patil, N., Sawanti, K., Warade, P., Shinde, Y.: Survey paper for software project scheduling and staffing problem. Int. J. Adv. Res. Comput. Commun. Eng. 7, 5675\u20135677 (2014)"},{"issue":"1","key":"28_CR4","first-page":"147","volume":"7","author":"RO Oladele","year":"2014","unstructured":"Oladele, R.O., Mojeed, H.A.: A shuffled frog-leaping algorithm for optimal software project planning! Afr. J. Comput. ICT 7(1), 147\u2013152 (2014)","journal-title":"Afr. J. Comput. ICT"},{"issue":"1","key":"28_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5121\/ijfcst.2015.5101","volume":"5","author":"M Amiri","year":"2015","unstructured":"Amiri, M., Barbin, J.P.: New approach for solving software project scheduling problem using differential evolution algorithm! Int. J. Found. Comput. Sci. Technol. 5(1), 1\u20135 (2015)","journal-title":"Int. J. Found. Comput. Sci. Technol."},{"issue":"2","key":"28_CR6","first-page":"205","volume":"7","author":"A Eshraghi","year":"2016","unstructured":"Eshraghi, A.: A new approach for solving resource constrained project scheduling problems using differential evolution algorithm. Int. J. Ind. Eng. Comput. 7(2), 205\u2013216 (2016)","journal-title":"Int. J. Ind. Eng. Comput."},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Stylianou, C.S., Andreou, A.S.: Intelligent software project scheduling and team staffing with genetic algorithm. In: IFIP Advances in Information and Communication Technology (IFIPAICT), vol. 364. Springer, Heidelberg (2011)","DOI":"10.1007\/978-3-642-23960-1_21"},{"issue":"7","key":"28_CR8","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1109\/TSE.2015.2512266","volume":"42","author":"X Shen","year":"2016","unstructured":"Shen, X., Minku, L.L., Bahsoon, R., Yao, X.: Dynamic software project scheduling through a proactive-rescheduling method. IEE Trans. Softw. Eng. 42(7), 658\u2013686 (2016)","journal-title":"IEE Trans. Softw. Eng."},{"issue":"4","key":"28_CR9","first-page":"1177","volume":"2","author":"KN Vitekar","year":"2013","unstructured":"Vitekar, K.N., Dhanawe, S.A., Hanchate, D.B.: Review of solving software project scheduling problem with ant colony optimization. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 2(4), 1177\u20131186 (2013)","journal-title":"Int. J. Adv. Res. Electr. Electron. Instrum. Eng."},{"key":"28_CR10","unstructured":"Karova, M., Petkova, J., Smarkov, V.: A genetic algorithm for project planning problem. In: Proceedings International Scientific Conference Computer Science 2008, pp. 647\u2013651 (2008)"},{"issue":"3","key":"28_CR11","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1061\/(ASCE)0733-9496(2003)129:3(210)","volume":"129","author":"MM Eusuff","year":"2003","unstructured":"Eusuff, M.M., Lansey, K.E.: Optimization of water distribution network design using the shuffled frog leaping algorithm. J. Water Resour. Plan. Manag. 129(3), 210\u2013225 (2003)","journal-title":"J. Water Resour. Plan. Manag."},{"key":"28_CR12","doi-asserted-by":"crossref","unstructured":"Mai, G., Li, Y.: An improved shuffled frog leaping algorithm and its application. In: Proceedings of International Conference on Advances in Mechanical Engineering and Industrial Informatics, China (2015)","DOI":"10.2991\/ameii-15.2015.127"},{"issue":"2","key":"28_CR13","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1080\/03052150500384759","volume":"38","author":"M Eusuff","year":"2006","unstructured":"Eusuff, M., Lansey, K., Pasha, F.: Shuffled frog leaping algorithm: a memetic meta-heuristic for discrete optimization. Eng. Optim. 38(2), 129\u2013154 (2006)","journal-title":"Eng. Optim."},{"issue":"1","key":"28_CR14","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1080\/15732470500254535","volume":"3","author":"E Elbeltagi","year":"2007","unstructured":"Elbeltagi, E., Hegazy, T., Grierson, D.: A modified shuffled frog-leaping optimization algorithm: applications to project management. Struct. Infrastruct. Eng. 3(1), 53\u201360 (2007)","journal-title":"Struct. Infrastruct. Eng."},{"key":"28_CR15","first-page":"82","volume":"20","author":"HC Nejad","year":"2011","unstructured":"Nejad, H.C., Jahani, R., Sarlak, G.: Applying shuffled frog-leaping algorithm for economic load dispatch of power system. Am. J. Sci. Res. 20, 82\u201389 (2011)","journal-title":"Am. J. Sci. Res."},{"key":"28_CR16","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.aasri.2012.06.035","volume":"1","author":"Z Liping","year":"2012","unstructured":"Liping, Z., Weiwei, W., Yefeng, X., Yixian, C.: Application of shuffled frog leaping algorithm to uncapacitated SLLS problem. AASRI Procedia 1, 226\u2013231 (2012)","journal-title":"AASRI Procedia"},{"key":"28_CR17","first-page":"168","volume":"2","author":"S Gerasimou","year":"2012","unstructured":"Gerasimou, S., Stylianou, C., Andreou, A.S.: An investigation of optimal project scheduling and team staffing in software development using particle swarm optimization. ICEIS 2, 168\u2013171 (2012)","journal-title":"ICEIS"},{"issue":"1","key":"28_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TSE.2012.17","volume":"39","author":"WN Chen","year":"2013","unstructured":"Chen, W.N., Zhang, J.: Ant colony optimization for software project scheduling and staffing with an event-based scheduler. IEEE Trans. Softw. Eng. 39(1), 1\u201317 (2013)","journal-title":"IEEE Trans. Softw. Eng."},{"key":"28_CR19","unstructured":"Weisstein, E.W.: NP-Hard Problem (2017). https:\/\/mathworld.wolfram.com\/NP-HardProblem.html"},{"key":"28_CR20","unstructured":"Wysocki, R.K.: Effective Project Management: Traditional, Agile, Extreme, 5th edn., pp. 167\u2013171. Wiley Publishing, Indianapolis (2009)"},{"key":"28_CR21","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/s00158-003-0368-6","volume":"26","author":"RT Marler","year":"2004","unstructured":"Marler, R.T., Arora, J.S.: Survey of multi-objective optimization methods for engineering. Struct. Multidiscip. Optim. 26, 369\u2013395 (2004)","journal-title":"Struct. Multidiscip. Optim."},{"key":"28_CR22","unstructured":"Krasnogor, N., Aragon, A., Pacheco, J.: Metaheuristic procedures for training neural networks. Operations Research\/Computer Science Interfaces Series, vol. 36, pp. 225\u2013248 (2006)"},{"key":"28_CR23","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.jss.2019.05.024","volume":"155","author":"AV Rezende","year":"2019","unstructured":"Rezende, A.V., Silva, L., Britto, A., Amaral, R.: Software project scheduling problem in the context of search-based software engineering: a systematic review. J. Syst. Softw. 155, 43\u201356 (2019)","journal-title":"J. Syst. Softw."},{"key":"28_CR24","doi-asserted-by":"publisher","first-page":"112915","DOI":"10.1016\/j.eswa.2019.112915","volume":"140","author":"J Lin","year":"2020","unstructured":"Lin, J., Zhu, L., Gao, K.: A genetic programming hyper-heuristic approach for the multi-skill resource constrained project scheduling problem. Expert Syst. Appl. 140, 112915 (2020)","journal-title":"Expert Syst. Appl."},{"key":"28_CR25","doi-asserted-by":"publisher","first-page":"2023","DOI":"10.1108\/ECAM-06-2019-0294","volume":"27","author":"Q Li","year":"2019","unstructured":"Li, Q., Sun, Q., Tao, S., Gao, X.: Multi-skill project scheduling with skill evolution and cooperation effectiveness. Eng. Constr. Archit. Manag. 27, 2023\u20132045 (2019)","journal-title":"Eng. Constr. Archit. Manag."},{"key":"28_CR26","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1016\/j.cor.2018.09.008","volume":"101","author":"M Van Den Eeckhout","year":"2019","unstructured":"Van Den Eeckhout, M., Maenhout, B., Vanhoucke, M.: A heuristic procedure to solve the project staffing problem with discrete time\/resource trade-offs and personnel scheduling constraints. Comput. Oper. Res. 101, 144\u2013161 (2019)","journal-title":"Comput. Oper. Res."},{"key":"28_CR27","doi-asserted-by":"publisher","first-page":"106059","DOI":"10.1016\/j.asoc.2019.106059","volume":"88","author":"X Shen","year":"2020","unstructured":"Shen, X., Guo, Y., Li, A.: Cooperative coevolution with an improved resource allocation for large-scale multi-objective software project scheduling. Appl. Soft Comput. 88, 106059 (2020)","journal-title":"Appl. Soft Comput."},{"key":"28_CR28","unstructured":"Harman, M., Mansouri, S.A., Zhang, Y.: Search based software engineering. A comprehensive analysis and review of trends techniques and applications. Technical report TR-09-03. Department of computer science, King\u2019s College, London (2009)"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Innovative Systems for Intelligent Health Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-70713-2_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,5]],"date-time":"2021-05-05T18:16:52Z","timestamp":1620238612000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-70713-2_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030707125","9783030707132"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-70713-2_28","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"value":"2367-4512","type":"print"},{"value":"2367-4520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"6 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IRICT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference of Reliable Information and Communication Technology","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Langkawi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Malaysia","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":"21 December 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"irict2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/irict.co\/irict2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}