{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:51:30Z","timestamp":1742914290517,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":24,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811559242"},{"type":"electronic","value":"9789811559259"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-981-15-5925-9_1","type":"book-chapter","created":{"date-parts":[[2020,6,11]],"date-time":"2020-06-11T19:02:36Z","timestamp":1591902156000},"page":"3-13","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Solving Job Shop Scheduling with Parallel Population-Based Optimization and Apache Spark"],"prefix":"10.1007","author":[{"given":"Piotr","family":"Jedrzejowicz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Izabela","family":"Wierzbowska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,6,12]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","unstructured":"Abdel-Kader, R.F.: An improved pso algorithm with genetic and neighborhood-based diversity operators for the job shop scheduling problem. Appl. Artif. Intell. 32(5), 433\u2013462 (2018). https:\/\/doi.org\/10.1080\/08839514.2018.1481903","DOI":"10.1080\/08839514.2018.1481903"},{"key":"1_CR2","doi-asserted-by":"publisher","unstructured":"Alba, E., Luque, G., Nesmachnow, S.: Parallel metaheuristics: recent advances and new trends. Int. Trans. Oper. Res. 20(1), 1\u201348 (2013) https:\/\/doi.org\/10.1111\/j.1475-3995.2012.00862.x","DOI":"10.1111\/j.1475-3995.2012.00862.x"},{"key":"1_CR3","doi-asserted-by":"publisher","unstructured":"Barbucha, D., Czarnowski, I., Jdrzejowicz, P., Ratajczak-Ropel, E., Wierzbowska, I.: JABAT Middleware as a Tool for Solving Optimization Problems, pp. 181\u2013195. Springer, Berlin, Heidelberg, Berlin, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-17155-0_10","DOI":"10.1007\/978-3-642-17155-0_10"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"Boussaid, I., Lepagnot, J., Siarry, P.: A survey on optimization metaheuristics. Inf. Sci. 237, 82 \u2013 117 (2013). Prediction, Control and Diagnosis using Advanced Neural Computations","DOI":"10.1016\/j.ins.2013.02.041"},{"key":"1_CR5","doi-asserted-by":"crossref","unstructured":"Dorigo, M., Maniezzo, V., Colorni, A.: Ant system: optimization by a colony of cooperating agents. IEEE Trans. Syst. Man Cybern. Part B (Cybernetics) 26(1), 29\u201341 (1996)","DOI":"10.1109\/3477.484436"},{"key":"1_CR6","unstructured":"Fogel, D.: Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, vol.\u00a01. IEEE Press piscataway NJ (01 1995)"},{"key":"1_CR7","doi-asserted-by":"crossref","unstructured":"Geem, Z.W., Kim, J., Loganathan, G.: A new heuristic optimization algorithm: harmony search. Simul. 76, 60\u201368 (02 2001)","DOI":"10.1177\/003754970107600201"},{"key":"1_CR8","volume-title":"Genetic Algorithms in Search Optimization and Machine Learning","author":"DE Goldberg","year":"1989","unstructured":"Goldberg, D.E.: Genetic Algorithms in Search Optimization and Machine Learning, 1st edn. Addison-Wesley Longman Publishing Co. Inc., Boston, MA, USA (1989)","edition":"1"},{"key":"1_CR9","unstructured":"Gonz\u00e1lez, P., Pardo\u00a0Mart\u00ednez, X., Doallo, R., Banga, J.: Implementing cloud-based parallel metaheuristics: an overview. J. Comput. Sci. Technol. 18(03), e26 (2018). http:\/\/journal.info.unlp.edu.ar\/JCST\/article\/view\/1109"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Hatamlou, A.: Solving travelling salesman problem using black hole algorithm. Soft Comput. 22 (2017)","DOI":"10.1007\/s00500-017-2760-y"},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/978-3-030-28377-3_43","volume-title":"Computational Collective Intelligence","author":"P Jedrzejowicz","year":"2019","unstructured":"Jedrzejowicz, P.: Current trends in the population-based optimization. In: Nguyen, N.T., Chbeir, R., Exposito, E., Aniort\u00e9, P., Trawi\u0144ski, B. (eds.) Computational Collective Intelligence, pp. 523\u2013534. Springer International Publishing, Cham (2019)"},{"key":"1_CR12","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1007\/978-3-642-13541-5_17","volume-title":"Agent and Multi-Agent Systems: Technologies and Applications","author":"P Jedrzejowicz","year":"2010","unstructured":"Jedrzejowicz, P., Wierzbowska, I.: Experimental investigation of the synergetic effect produced by agents solving together instances of the euclidean planar travelling salesman problem. In: Jedrzejowicz, P., Nguyen, N.T., Howlet, R.J., Jain, L.C. (eds.) Agent and Multi-Agent Systems: Technologies and Applications, pp. 160\u2013169. Springer, Berlin, Heidelberg (2010)"},{"key":"1_CR13","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-981-13-8311-3_16","volume-title":"Intelligent Decision Technologies 2019","author":"P Jedrzejowicz","year":"2020","unstructured":"Jedrzejowicz, P., Wierzbowska, I.: Apache spark as a tool for parallel population-based optimization. In: Czarnowski, I., Howlett, R.J., Jain, L.C. (eds.) Intelligent Decision Technologies 2019, pp. 181\u2013190. Springer Singapore, Singapore (2020)"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.: Particle swarm optimization. In: Proceedings of ICNN\u201995\u2014International Conference on Neural Networks. vol.\u00a04, pp. 1942\u20131948 (1995)","DOI":"10.1109\/ICNN.1995.488968"},{"key":"1_CR15","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"JR Koza","year":"1992","unstructured":"Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA (1992)"},{"key":"1_CR16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-03315-9","volume-title":"Genetic Algorithm+Data Structures=Evolution Programs","author":"Z Michalewicz","year":"1996","unstructured":"Michalewicz, Z.: Genetic Algorithm+Data Structures=Evolution Programs. Springer, Berlin, Heidelberg (1996)"},{"key":"1_CR17","unstructured":"Lawrence, S.R.: Resource constrained project scheduling-a computational comparison of heuristic techniques (1985)"},{"key":"1_CR18","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1007\/978-3-642-29178-4_47","volume-title":"Applications of Evolutionary Computation","author":"A Radenski","year":"2012","unstructured":"Radenski, A.: Distributed simulated annealing with mapreduce. In: Di Chio, C., Agapitos, A., Cagnoni, S., Cotta, C., de Vega, F.F., Di Caro, G.A., Drechsler, R., Ek\u00e1rt, A., Esparcia-Alc\u00e1zar, A.I., Farooq, M., Langdon, W.B., Merelo-Guerv\u00f3s, J.J., Preuss, M., Richter, H., Silva, S., Sim\u00f5es, A., Squillero, G., Tarantino, E., Tettamanzi, A.G.B., Togelius, J., Urquhart, N., Uyar, A.\u015e., Yannakakis, G.N. (eds.) Applications of Evolutionary Computation, pp. 466\u2013476. Springer, Berlin, Heidelberg (2012)"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Sato, T., Hagiwara, M.: Bee system: finding solution by a concentrated search. In: 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation. vol.\u00a04, pp. 3954\u20133959 (1997)","DOI":"10.1109\/ICSMC.1997.633289"},{"key":"1_CR20","doi-asserted-by":"crossref","unstructured":"Semlali, S., Riffi, M., Chebihi, F.: Memetic chicken swarm algorithm for job shop scheduling problem. Int. J. Electr. Comput. Eng. (IJECE) 9, 2075 (2019)","DOI":"10.11591\/ijece.v9i3.pp2075-2082"},{"key":"1_CR21","unstructured":"Silva, M.A.L., de\u00a0Souza, S.R., Souza, M.J.F., de\u00a0Fran\u00e7a\u00a0Filho, M.F.: Hybrid metaheuristics and multi-agent systems for solving optimization problems: a review of frameworks and a comparative analysis. Appl. Soft Comput. 71, 433\u2013459 (2018). http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494618303867"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Sun, L., Lin, L., Lib, H., Genc, M.: Large scale flexible scheduling optimization by a distributed evolutionary algorithm. Comput. Ind. Eng. 128 (2018)","DOI":"10.1016\/j.cie.2018.09.025"},{"key":"1_CR23","doi-asserted-by":"publisher","unstructured":"Talukdar, S., Baerentzen, L., Gove, A., De\u00a0Souza, P.: Asynchronous teams: cooperation schemes for autonomous agents. J. Heuristics 4(4), 295\u2013321 (1998). https:\/\/doi.org\/10.1023\/A:1009669824615","DOI":"10.1023\/A:1009669824615"},{"key":"1_CR24","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1016\/j.swevo.2018.08.015","volume":"44","author":"G Wu","year":"2019","unstructured":"Wu, G., Mallipeddi, R., Suganthan, P.: Ensemble strategies for population-based optimization algorithms\u2014a survey. Swarm Evolut. Comput. 44, 695\u2013711 (2019)","journal-title":"Swarm Evolut. Comput."}],"container-title":["Smart Innovation, Systems and Technologies","Intelligent Decision Technologies"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-5925-9_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T12:53:15Z","timestamp":1723035195000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-5925-9_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9789811559242","9789811559259"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-5925-9_1","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"type":"print","value":"2190-3018"},{"type":"electronic","value":"2190-3026"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"12 June 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IDT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Decision Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Radisson Blue Spa Resort, Split","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Croatia","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":"17 June 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"idt2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}