{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T15:35:48Z","timestamp":1765294548628},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2014,6]]},"DOI":"10.1007\/s10845-012-0701-2","type":"journal-article","created":{"date-parts":[[2012,10,1]],"date-time":"2012-10-01T03:57:35Z","timestamp":1349063855000},"page":"489-503","source":"Crossref","is-referenced-by-count":39,"title":["An AIS-based hybrid algorithm for static job shop scheduling problem"],"prefix":"10.1007","volume":"25","author":[{"given":"Xueni","family":"Qiu","sequence":"first","affiliation":[]},{"given":"Henry Y. K.","family":"Lau","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,9,30]]},"reference":[{"issue":"3","key":"701_CR1","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1287\/mnsc.34.3.391","volume":"34","author":"J. Adams","year":"1988","unstructured":"Adams J., Balas E., Zawack D. (1988) The shifting bottleneck procedure for job shop scheduling. Management Science 34(3): 391\u2013401","journal-title":"Management Science"},{"issue":"5","key":"701_CR2","doi-asserted-by":"crossref","first-page":"1489","DOI":"10.1007\/s10845-010-0449-5","volume":"23","author":"I. Aydin","year":"2010","unstructured":"Aydin I., Karakose M., Akin E. (2010) An adaptive artificial immune system for fault classification. Journal of Intelligent Manufacturing 23(5): 1489\u20131499","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"6","key":"701_CR3","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1023\/B:JIMS.0000042665.10086.cf","volume":"15","author":"M. E. Aydin","year":"2004","unstructured":"Aydin M. E., Fogarty T. C. (2004) A simulated annealing algorithm for multi-agent systems: A job-shop scheduling application. Journal of Intelligent Manufacturing 15(6): 805\u2013814","journal-title":"Journal of Intelligent Manufacturing"},{"key":"701_CR4","volume-title":"Introduction to sequencing and scheduling","author":"K. Baker","year":"1974","unstructured":"Baker K. (1974) Introduction to sequencing and scheduling. Wiley, New York"},{"issue":"11","key":"701_CR5","doi-asserted-by":"crossref","first-page":"1069","DOI":"10.1057\/jors.1990.166","volume":"41","author":"J. Beasley","year":"1990","unstructured":"Beasley J. (1990) OR-library: Distributing test problems by electronic mail. The Journal of the Operational Research Society 41(11): 1069\u20131072","journal-title":"The Journal of the Operational Research Society"},{"key":"701_CR6","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/978-1-4615-1507-4_3","volume":"15","author":"S. Binato","year":"2002","unstructured":"Binato S., Hery W. J., Loewenstern D. M., Resende M. G. C. (2002) A GRASP for job shop scheduling. Essays and Surveys in Metaheuristics 15: 59\u201379","journal-title":"Essays and Surveys in Metaheuristics"},{"issue":"1\u20133","key":"701_CR7","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/0166-218X(94)90204-6","volume":"49","author":"P. Brucker","year":"1994","unstructured":"Brucker P., Jurisch B., Sievers B. (1994) A branch-and-bound algorithm for the job-shop scheduling problem. Discrete Applied Mathematics 49(1\u20133): 107\u2013127","journal-title":"Discrete Applied Mathematics"},{"issue":"2","key":"701_CR8","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1287\/mnsc.35.2.164","volume":"35","author":"J. Carlier","year":"1989","unstructured":"Carlier J., Pinson E. (1989) An algorithm for solving the job-shop problem. Management Science 35(2): 164\u2013176","journal-title":"Management Science"},{"issue":"5\u20136","key":"701_CR9","doi-asserted-by":"crossref","first-page":"580","DOI":"10.1007\/s00170-005-0226-3","volume":"31","author":"M. Chandrasekaran","year":"2006","unstructured":"Chandrasekaran M., Asokan P., Kumanan S., Balamurugan T., Nickolas S. (2006) Solving job shop scheduling problems using artificial immune system. International Journal of Advanced Manufacturing Technology 31(5\u20136): 580\u2013593","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"701_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/978-3-540-45192-1_1","volume":"2787","author":"C. A. C. Coello","year":"2003","unstructured":"Coello C. A. C., Rivera D. C., Cortes N. C. (2003) Use of an artificial immune system for job shop scheduling. Proceedings of the Second International Conference of Artificial Immune Systems 2787: 1\u201310","journal-title":"Proceedings of the Second International Conference of Artificial Immune Systems"},{"issue":"2","key":"701_CR11","doi-asserted-by":"crossref","first-page":"1574","DOI":"10.1016\/j.asoc.2010.08.024","volume":"11","author":"D. Dasgupta","year":"2011","unstructured":"Dasgupta D., Yu S., Nino F. (2011) Recent advances in artificial immune systems: Models and applications. Applied Soft Computing 11(2): 1574\u20131587","journal-title":"Applied Soft Computing"},{"key":"701_CR12","volume-title":"Artificial immune systems: A new computational intelligence approach","author":"L. N. Castro de","year":"2002","unstructured":"de Castro L. N., Timmis J. (2002) Artificial immune systems: A new computational intelligence approach. Springer, New York"},{"issue":"9\u201310","key":"701_CR13","doi-asserted-by":"crossref","first-page":"1004","DOI":"10.1007\/s00170-008-1404-x","volume":"40","author":"V. P. Eswaramurthy","year":"2009","unstructured":"Eswaramurthy V. P., Tamilarasi A. (2009) Hybridizing tabu search with ant colony optimization for solving job shop scheduling problems. International Journal of Advanced Manufacturing Technology 40(9\u201310): 1004\u20131015","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"2","key":"701_CR14","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1109\/TSMCA.2007.914753","volume":"38","author":"H. W. Ge","year":"2008","unstructured":"Ge H. W., Sun L., Liang Y. C., Qian F. (2008) An effective PSO and AIS-based hybrid intelligent algorithm for job-shop scheduling. IEEE Transactions on Systems Man and Cybernetics Part a-Systems and Humans 38(2): 358\u2013368","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part a-Systems and Humans"},{"issue":"4","key":"701_CR15","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1023\/B:JIMS.0000034106.86434.46","volume":"15","author":"F. Geyik","year":"2004","unstructured":"Geyik F., Cedimoglu I. H. (2004) The strategies and parameters of tabu search for job-shop scheduling. Journal of Intelligent Manufacturing 15(4): 439\u2013448","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"14","key":"701_CR16","doi-asserted-by":"crossref","first-page":"3891","DOI":"10.1080\/00207540701824845","volume":"47","author":"B. S. Girish","year":"2009","unstructured":"Girish B. S., Jawahar N. (2009) Scheduling job shop associated with multiple routings with genetic and ant colony heuristics. International Journal of Production Research 47(14): 3891\u20133917","journal-title":"International Journal of Production Research"},{"issue":"2","key":"701_CR17","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/0377-2217(89)90185-9","volume":"39","author":"F. Glover","year":"1989","unstructured":"Glover F., Greenberg H. J. (1989) New approaches for heuristic-search\u2014a bilateral linkage with artificial-intelligence. European Journal of Operational Research 39(2): 119\u2013130","journal-title":"European Journal of Operational Research"},{"key":"701_CR18","doi-asserted-by":"crossref","unstructured":"Gonz\u00e1lez, M. A., Vela, C. R., Gonz\u00e1lez-Rodr\u00edguez, I., & Varela, R. (2012). Lateness minimization with Tabu search for job shop scheduling problem with sequence dependent setup times. Journal of Intelligent Manufacturing. doi: 10.1007\/s10845-011-0622-5 .","DOI":"10.1007\/s10845-011-0622-5"},{"issue":"1","key":"701_CR19","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/j.asoc.2006.12.004","volume":"8","author":"E. Hart","year":"2008","unstructured":"Hart E., Timmis J. (2008) Application areas of AIS: The past, the present and the future. Applied Soft Computing 8(1): 191\u2013201","journal-title":"Applied Soft Computing"},{"issue":"2","key":"701_CR20","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1016\/S0377-2217(98)00113-1","volume":"113","author":"A. Jain","year":"1999","unstructured":"Jain A., Meeran S. (1999) A state-of-the-art review of job-shop scheduling techniques. European Journal of Operations Research 113(2): 390\u2013434","journal-title":"European Journal of Operations Research"},{"issue":"1\u20132","key":"701_CR21","first-page":"373","volume":"125","author":"N. K. Jerne","year":"1974","unstructured":"Jerne N. K. (1974) Towards a network theory of the immune system. Ann Immunol 125(1\u20132): 373\u2013389","journal-title":"Ann Immunol"},{"issue":"3","key":"701_CR22","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1080\/18756891.2009.9727655","volume":"2","author":"C. Kahraman","year":"2009","unstructured":"Kahraman C., Engin O., Yilmaz M. K. (2009) A new artificial immune system algorithm for multiobjective fuzzy flow shop. International Journal of Computational Intelligence Systems 2(3): 236\u2013247","journal-title":"International Journal of Computational Intelligence Systems"},{"key":"701_CR23","doi-asserted-by":"crossref","first-page":"1942","DOI":"10.1109\/ICNN.1995.488968","volume":"4","author":"J. Kennedy","year":"1995","unstructured":"Kennedy J., Eberhart R. (1995) Particle swarm optimization. IEEE International conference on Neural Network 4: 1942\u20131948","journal-title":"IEEE International conference on Neural Network"},{"issue":"4","key":"701_CR24","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1287\/mnsc.24.4.441","volume":"24","author":"B. J. Lageweg","year":"1977","unstructured":"Lageweg B. J., Lenstra J. K., Rinnooy Kan A. H. G. (1977) Job-shop scheduling by implicit enumeration. Management Science 24(4): 441\u2013450","journal-title":"Management Science"},{"issue":"3","key":"701_CR25","doi-asserted-by":"crossref","first-page":"2629","DOI":"10.1016\/j.eswa.2009.08.015","volume":"37","author":"T. L. Lin","year":"2010","unstructured":"Lin T. L., Horng S. J., Kao T. W., Chen Y. H., Run R. S., Chen R. J. et\u00a0al (2010) An efficient job-shop scheduling algorithm based on particle swarm optimization. Expert Systems with Applications 37(3): 2629\u20132636","journal-title":"Expert Systems with Applications"},{"issue":"10","key":"701_CR26","doi-asserted-by":"crossref","first-page":"1516","DOI":"10.1016\/j.ins.2008.11.029","volume":"179","author":"G. C. Luh","year":"2009","unstructured":"Luh G. C., Chueh C. H. (2009) A multi-modal immune algorithm for the job-shop scheduling problem. Information Sciences 179(10): 1516\u20131532","journal-title":"Information Sciences"},{"issue":"4","key":"701_CR27","doi-asserted-by":"crossref","first-page":"1063","DOI":"10.1007\/s10845-011-0520-x","volume":"23","author":"S. Meeran","year":"2011","unstructured":"Meeran S., Morshed M. (2011) A hybrid genetic tabu search algorithm for solving job shop scheduling problems: A case study. Journal of Intelligent Manufacturing 23(4): 1063\u20131078","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"2","key":"701_CR28","doi-asserted-by":"crossref","first-page":"1975","DOI":"10.1016\/j.asoc.2010.06.013","volume":"11","author":"M. Mobini","year":"2011","unstructured":"Mobini M., Mobini Z., Rabbani M. (2011) An artificial immune algorithm for the project scheduling problem under resource constraints. Applied Soft Computing 11(2): 1975\u20131982","journal-title":"Applied Soft Computing"},{"issue":"1","key":"701_CR29","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1016\/j.amc.2008.05.086","volume":"205","author":"Q. Niu","year":"2008","unstructured":"Niu Q., Jiao B., Gu X. S. (2008) Particle swarm optimization combined with genetic operators for job shop scheduling problem with fuzzy processing time. Applied Mathematics and Computation 205(1): 148\u2013158","journal-title":"Applied Mathematics and Computation"},{"issue":"6","key":"701_CR30","doi-asserted-by":"crossref","first-page":"797","DOI":"10.1287\/mnsc.42.6.797","volume":"42","author":"E. Nowicki","year":"1996","unstructured":"Nowicki E., Smutnicki C. (1996) A fast taboo search algorithm for the job shop problem. Management Science 42(6): 797\u2013813","journal-title":"Management Science"},{"issue":"3","key":"701_CR31","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/s10845-010-0385-4","volume":"23","author":"E. P\u00e9rez","year":"2010","unstructured":"P\u00e9rez E., Posada M., Herrera F. (2010) Analysis of new niching genetic algorithms for finding multiple solutions in the job shop scheduling. Journal of Intelligent Manufacturing 23(3): 341\u2013356","journal-title":"Journal of Intelligent Manufacturing"},{"key":"701_CR32","unstructured":"Puris, A., Bello, R., Trujillo, Y., Nowe, A., & Martinez, Y. (2007). Two-stage ACO to solve the job shop scheduling problem. In Proceedings of the congress on pattern recognition 12th Iberoamerican conference on progress in pattern recognition, image analysis and applications (Vol. 4756, pp. 447\u2013456)."},{"issue":"1","key":"701_CR33","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11047-006-9029-1","volume":"6","author":"J. Timmis","year":"2007","unstructured":"Timmis J. (2007) Artificial immune systems: Today and tomorrow. Natural Computing 6(1): 1\u201318","journal-title":"Natural Computing"},{"key":"701_CR34","unstructured":"Twycross, J. (2007). Integrated innate and adaptive artificial immune systems applied to process anomaly detection. PhD thesis, The University of Nottingham, UK."},{"issue":"1","key":"701_CR35","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1007\/s001700200126","volume":"20","author":"L. Wang","year":"2002","unstructured":"Wang L., Zheng D. Z. (2002) A modified genetic algorithm for job shop scheduling. International Journal of Advanced Manufacturing Technology 20(1): 72\u201376","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"701_CR36","unstructured":"Wang, W., & Brunn, P. (1994). Production scheduling and neural networks. In Operation Research Proceedings, 173\u2013178."},{"issue":"2","key":"701_CR37","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1007\/s10845-008-0073-9","volume":"19","author":"G. R. Weckman","year":"2008","unstructured":"Weckman G. R., Ganduri C. V., Koonce D. A. (2008) A neural network job-shop scheduler. Journal of Intelligent Manufacturing 19(2): 191\u2013201","journal-title":"Journal of Intelligent Manufacturing"},{"key":"701_CR38","doi-asserted-by":"crossref","first-page":"904","DOI":"10.1007\/11752578_109","volume":"3911","author":"G. Wojtyla","year":"2006","unstructured":"Wojtyla G., Rzadca K., Seredynski F. (2006) Artificial immune systems applied to multiprocessor scheduling. Parallel Processing and Applied Mathematics 3911: 904\u2013911","journal-title":"Parallel Processing and Applied Mathematics"},{"key":"701_CR39","unstructured":"Wolpert, D. H., & Macready, W. G. (1995). No free-lunch theorems for search. Working paper 95-02-010, Santa Fe Institute."},{"issue":"3\u20134","key":"701_CR40","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1007\/s00170-005-2513-4","volume":"29","author":"W. J. Xia","year":"2006","unstructured":"Xia W. J., Wu Z. M. (2006) A hybrid particle swarm optimization approach for the job-shop scheduling problem. International Journal of Advanced Manufacturing Technology 29(3\u20134): 360\u2013366","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"3","key":"701_CR41","doi-asserted-by":"crossref","first-page":"1052","DOI":"10.1109\/TIE.2010.2048290","volume":"58","author":"A. Yahyaoui","year":"2011","unstructured":"Yahyaoui A., Fnaiech N., Fnaiech F. (2011) A suitable initialization procedure for speeding a neural network job-shop scheduling. IEEE Transactions on Industrial Electronics 58(3): 1052\u20131060","journal-title":"IEEE Transactions on Industrial Electronics"},{"issue":"1","key":"701_CR42","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1007\/s10951-009-0106-z","volume":"13","author":"S. X. Yang","year":"2010","unstructured":"Yang S. X., Wang D. W., Chai T. Y., Kendall G. (2010) An improved constraint satisfaction adaptive neural network for job-shop scheduling. Journal of Scheduling 13(1): 17\u201338","journal-title":"Journal of Scheduling"},{"issue":"1","key":"701_CR43","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.asoc.2009.06.008","volume":"10","author":"R. Zhang","year":"2010","unstructured":"Zhang R., Wu C. (2010) A hybrid immune simulated annealing algorithm for the job shop scheduling problem. Applied Soft Computing 10(1): 79\u201389","journal-title":"Applied Soft Computing"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-012-0701-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T00:50:54Z","timestamp":1498006254000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-012-0701-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9,30]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,6]]}},"alternative-id":["701"],"URL":"https:\/\/doi.org\/10.1007\/s10845-012-0701-2","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,9,30]]}}}