{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T15:31:08Z","timestamp":1759937468780},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2007,11,15]],"date-time":"2007-11-15T00:00:00Z","timestamp":1195084800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Comput Optim Appl"],"published-print":{"date-parts":[[2009,4]]},"DOI":"10.1007\/s10589-007-9121-1","type":"journal-article","created":{"date-parts":[[2007,11,14]],"date-time":"2007-11-14T01:27:19Z","timestamp":1195003639000},"page":"421-441","source":"Crossref","is-referenced-by-count":27,"title":["Implementation of scatter search for multi-objective optimization: a comparative study"],"prefix":"10.1007","volume":"42","author":[{"given":"R.","family":"Ba\u00f1os","sequence":"first","affiliation":[]},{"given":"C.","family":"Gil","sequence":"additional","affiliation":[]},{"given":"J.","family":"Reca","sequence":"additional","affiliation":[]},{"given":"J.","family":"Mart\u00ednez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,11,15]]},"reference":[{"issue":"6","key":"9121_CR1","doi-asserted-by":"crossref","first-page":"885","DOI":"10.1029\/WR013i006p00885","volume":"13","author":"A. Alperovits","year":"1977","unstructured":"Alperovits, A., Shamir, U.: Design of optimal water distribution systems. Water Resour. Res. 13(6), 885\u2013900 (1977)","journal-title":"Water Resour. Res."},{"issue":"3","key":"9121_CR2","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1023\/B:HEUR.0000026898.11874.e7","volume":"10","author":"R. Ba\u00f1os","year":"2004","unstructured":"Ba\u00f1os, R., Gil, C., Ortega, J., Montoya, F.G.: A parallel multilevel metaheuristic for graph partitioning. J. Heuristics 10(3), 315\u2013336 (2004)","journal-title":"J. Heuristics"},{"issue":"2","key":"9121_CR3","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1007\/s10852-006-9041-6","volume":"6","author":"R. Ba\u00f1os","year":"2006","unstructured":"Ba\u00f1os, R., Gil, C., Paechter, B., Ortega, J.: A hybrid meta-heuristic for multi-objective optimization: MOSATS. J. Math. Model. Algorithms 6(2), 213\u2013230 (2006)","journal-title":"J. Math. Model. Algorithms"},{"issue":"2","key":"9121_CR4","doi-asserted-by":"crossref","first-page":"426","DOI":"10.1016\/j.ejor.2004.08.008","volume":"169","author":"R. Beausoleil","year":"2006","unstructured":"Beausoleil, R.: MOSS\u2014Multiobjective scatter search applied to nonlinear multiple criteria optimization. Eur. J. Operat. Res. 169(2), 426\u2013449 (2006)","journal-title":"Eur. J. Operat. Res."},{"key":"9121_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-5184-0","volume-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","author":"C.A. Coello Coello","year":"2002","unstructured":"Coello Coello, C.A., Van Veldhuizen, D.A., Lamont, G.B.: Evolutionary Algorithms for Solving Multi-Objective Problems. Kluwer Academic, New York (2002)"},{"key":"9121_CR6","doi-asserted-by":"crossref","unstructured":"Corne, D.W., Knowles, J.D.: The Pareto-envelope based selection algorithm for multiobjective optimization. In: Schoenauer, M., et al. (eds.) Proceedings of Parallel Problem Solving from Nature VI. Lecture Notes in Computer Science, vol.\u00a01917, pp.\u00a0839\u2013848 (2000)","DOI":"10.1007\/3-540-45356-3_82"},{"issue":"4","key":"9121_CR7","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1061\/(ASCE)0733-9496(1999)125:4(215)","volume":"125","author":"M.D. Cunha","year":"1999","unstructured":"Cunha, M.D., Sousa, J.: Water distribution network design optimization: simulated annealing approach. J. Water Resour. Plan. Manage. ASCE 125(4), 215\u2013221 (1999)","journal-title":"J. Water Resour. Plan. Manage. ASCE"},{"key":"9121_CR8","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1007\/BF01594945","volume":"50","author":"A. Deekers","year":"1991","unstructured":"Deekers, A., Aarts, E.: Global optimization and simulated annealing. Math. Program. 50, 367\u2013393 (1991)","journal-title":"Math. Program."},{"key":"9121_CR9","doi-asserted-by":"crossref","unstructured":"Deb, K., Agrawal, S., Pratap, A., Meyarivan, T.: A fast elitist non-dominated sorting genetic algorithm for multiobjective optimization: NSGA-II. In: Schoenauer, M., et al. (eds.) Proceedings of Parallel Problem Solving from Nature VI. Lecture Notes in Computer Science, vol.\u00a01917, pp.\u00a0849\u2013858 (2000)","DOI":"10.1007\/3-540-45356-3_83"},{"key":"9121_CR10","volume-title":"Multi-Objective Optimization Using Evolutionary Algorithms","author":"K. Deb","year":"2001","unstructured":"Deb, K.: Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, New York (2001)"},{"key":"9121_CR11","unstructured":"Farmani, R., Savic, D.A., Walters, G.A.: Multi-objective optimization of water system: a comparative study. In: Cabrera et al. (eds.) Pumps, Electromechanical Devices and Systems Applied to Urban Water Management, vol.\u00a01, pp.\u00a0247\u2013256 (2003)"},{"issue":"2","key":"9121_CR12","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1080\/03052150512331303436","volume":"37","author":"R. Farmani","year":"2005","unstructured":"Farmani, R., Savic, D.A., Walters, G.A.: Evolutionary multi-objective optimization in water distribution network design. Eng. Optim. 37(2), 167\u2013183 (2005)","journal-title":"Eng. Optim."},{"issue":"3","key":"9121_CR13","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1061\/(ASCE)0733-9496(2005)131:3(161)","volume":"131","author":"R. Farmani","year":"2005","unstructured":"Farmani, R., Walters, G.A., Savic, D.A.: Trade-off between total cost and reliability for any town water distribution network. J. Water Resour. Plan. Manage. ASCE, 131(3), 161\u2013171 (2005)","journal-title":"J. Water Resour. Plan. Manage. ASCE"},{"key":"9121_CR14","doi-asserted-by":"crossref","unstructured":"Formiga, K., Chaudhry, F., Cheung, P., Reis, L.: Optimal design of water distribution system by multi-objective evolutionary methods. In: Fonseca, C.M., et al. (eds.) Proceedings of Evolutionary Multi-Criterion Optimization. Lecture Notes in Computer Science, vol.\u00a02632, pp.\u00a0677\u2013691 (2003)","DOI":"10.1007\/3-540-36970-8_48"},{"issue":"4","key":"9121_CR15","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1029\/WR026i004p00539","volume":"26","author":"O. Fujiwara","year":"1990","unstructured":"Fujiwara, O., Khang, D.B.: A two-phase decomposition method for optimal design of looped water distribution networks. Water Resour. Res. 26(4), 539\u2013549 (1990)","journal-title":"Water Resour. Res."},{"key":"9121_CR16","volume-title":"Computers and Intractability: A Guide to the Theory of NP-Completeness","author":"M.R. Garey","year":"1979","unstructured":"Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. Freeman, San Francisco (1979)"},{"issue":"2","key":"9121_CR17","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1177\/003754970107600201","volume":"76","author":"Z.W. Geem","year":"2001","unstructured":"Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimisation algorithm: harmony search. Simulation 76(2), 60\u201368 (2001)","journal-title":"Simulation"},{"issue":"3","key":"9121_CR18","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1023\/A:1020551011615","volume":"23","author":"C. Gil","year":"2002","unstructured":"Gil, C., Ortega, J., Montoya, M.G., Ba\u00f1os, R.: A mixed heuristic for circuit partitioning. Comput. Optim. Appl. J. 23(3), 321\u2013340 (2002)","journal-title":"Comput. Optim. Appl. J."},{"issue":"1","key":"9121_CR19","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1111\/j.1540-5915.1977.tb01074.x","volume":"8","author":"F. Glover","year":"1977","unstructured":"Glover, F.: Heuristics for integer programming using surrogate constraints. Decis. Sci. 8(1), 156\u2013166 (1977)","journal-title":"Decis. Sci."},{"key":"9121_CR20","volume-title":"Modern Heuristic Techniques for Combinatorial Problems","author":"F. Glover","year":"1993","unstructured":"Glover, F., Laguna, M., Dowsland, K.A.: In: Reeves, C.R. (ed.) Modern Heuristic Techniques for Combinatorial Problems. Blackwell, London (1993)"},{"key":"9121_CR21","volume-title":"Genetic Algorithms in Search, Optimization and Machine Learning","author":"D.E. Goldberg","year":"1989","unstructured":"Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, New York (1989)"},{"key":"9121_CR22","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/0266-9838(93)90020-I","volume":"8","author":"I. Gupta","year":"1993","unstructured":"Gupta, I., Bassin, J.K., Gupta, A., Khanna, P.: Optimization of water distribution systems. Env. Softw. 8, 101\u2013113 (1993)","journal-title":"Env. Softw."},{"issue":"4598","key":"9121_CR23","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1126\/science.220.4598.671","volume":"220","author":"S. Kirkpatrick","year":"1983","unstructured":"Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220(4598), 671\u2013680 (1983)","journal-title":"Science"},{"key":"9121_CR24","first-page":"98","volume-title":"Proceedings of Congress on Evolutionary Computation","author":"J.D. Knowles","year":"1999","unstructured":"Knowles, J.D., Corne, D.W.: The Pareto archived evolution strategy: a new baseline algorithm for Pareto multiobjective optimisation. In: Proceedings of Congress on Evolutionary Computation, vol.\u00a01, pp.\u00a098\u2013105. IEEE Press, Piscataway (1999)"},{"issue":"3","key":"9121_CR25","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1061\/(ASCE)0733-9496(2003)129:3(200)","volume":"129","author":"H.R. Maier","year":"2003","unstructured":"Maier, H.R., Simpson, A.R., Zecchin, A.C., Foong, W.K., Phang, K.Y., Seah, H.Y., Tan, C.L.: Ant colony optimization for design of water distribution systems. J. Water Resour. Plan. Manage. ASCE 129(3), 200\u2013209 (2003)","journal-title":"J. Water Resour. Plan. Manage. ASCE"},{"issue":"2","key":"9121_CR26","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/j.ejor.2004.08.004","volume":"169","author":"R. Marti","year":"2006","unstructured":"Marti, R., Laguna, M., Glover, F.: Principles of scatter search. Eur. J. Oper. Res. 169(2), 359\u2013372 (2006)","journal-title":"Eur. J. Oper. Res."},{"key":"9121_CR27","volume-title":"Water Distribution System Handbook","author":"L.W. Mays","year":"2000","unstructured":"Mays, L.W.: Water Distribution System Handbook. McGraw\u2013Hill, New York (2000)"},{"issue":"6","key":"9121_CR28","doi-asserted-by":"crossref","first-page":"1087","DOI":"10.1063\/1.1699114","volume":"21","author":"N. Metropolis","year":"1953","unstructured":"Metropolis, N., Rosenbluth, A., Rosenbluth, M., Teller, A., Teller, E.: Equation of state calculations by fast computing machines. J. Chem. Phys. 21(6), 1087\u20131092 (1953)","journal-title":"J. Chem. Phys."},{"issue":"1","key":"9121_CR29","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1287\/ijoc.1050.0149","volume":"19","author":"J. Molina","year":"2007","unstructured":"Molina, J., Laguna, M., Mart\u00ed, R., Caballero, R.: SSPMO: A scatter tabu search procedure for non-linear multiobjective optimization. Inf. J. Comput. 19(1), 91\u2013100 (2007)","journal-title":"Inf. J. Comput."},{"issue":"11","key":"9121_CR30","doi-asserted-by":"crossref","first-page":"3467","DOI":"10.1029\/1999WR900167","volume":"35","author":"P. Montesinos","year":"1999","unstructured":"Montesinos, P., Garcia-Guzman, A., Ayuso, J.L.: Water distribution network optimisation using modified genetic algorithm. Water Resour. Res. 35(11), 3467\u20133473 (1999)","journal-title":"Water Resour. Res."},{"key":"9121_CR31","volume-title":"Applied Fluid Mechanics","author":"R.L. Mott","year":"2005","unstructured":"Mott, R.L.: Applied Fluid Mechanics. Prentice Hall, New York (2005)"},{"key":"9121_CR32","doi-asserted-by":"crossref","unstructured":"Nebro, A.J., Luna, F., Alba, E.: New ideas in applying scatter search to multiobjective optimization. In: Coello Coello, C.A., et al. (eds.) Proceedings of Evolutionary Multi-criterion Optimization. Lecture Notes in Computer Science, vol.\u00a03410, pp.\u00a0443\u2013458 (2005)","DOI":"10.1007\/978-3-540-31880-4_31"},{"key":"9121_CR33","doi-asserted-by":"crossref","first-page":"W05416","DOI":"10.1029\/2005WR004383","volume":"42","author":"J. Reca","year":"2006","unstructured":"Reca, J., Mart\u00ednez, J.: Genetic algorithms for design of looped irrigation water distribution networks. Water Resour. Res. 42, W05416 (2006). doi: 10.1029\/2005WR004383","journal-title":"Water Resour. Res."},{"key":"9121_CR34","unstructured":"Rossman, L.A.: EPANET 2 user\u2019s manual. EPA\/600\/R-00\/057 (2000)"},{"issue":"7","key":"9121_CR35","doi-asserted-by":"crossref","first-page":"1831","DOI":"10.1029\/98WR00907","volume":"34","author":"H.D. Sherali","year":"1998","unstructured":"Sherali, H.D., Totlani, R., Loganathan, G.V.: Enhanced lower bounds for the global optimization of water distribution networks. Water Resour. Res. 34(7), 1831\u20131841 (1998)","journal-title":"Water Resour. Res."},{"key":"9121_CR36","doi-asserted-by":"crossref","unstructured":"Siegfried, T., Kinzelbach, W.: A multiobjective discrete stochastic optimization approach to shared aquifer management: methodology and application, Water Resour. Res. 42, W02402 (2006). doi: 10.1029\/2005WR004321","DOI":"10.1029\/2005WR004321"},{"issue":"3","key":"9121_CR37","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/S1462-0758(00)00049-2","volume":"2","author":"E. Todini","year":"2000","unstructured":"Todini, E.: Looped water distribution networks design using a resilience index based heuristic approach. Urban Water 2(3), 115\u2013122 (2000)","journal-title":"Urban Water"},{"issue":"4","key":"9121_CR38","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1061\/(ASCE)0733-9372(1997)123:4(381)","volume":"123","author":"K. Varma","year":"1997","unstructured":"Varma, K., Narasimhan, S., Bhallamudi, S.M.: Optimal design of water distribution systems using NLP method. J. Environ. Eng. ASCE 123(4), 381\u2013388 (1997)","journal-title":"J. Environ. Eng. ASCE"},{"issue":"2","key":"9121_CR39","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1109\/TEVC.2003.810751","volume":"7","author":"D.A. Veldhuizen","year":"2003","unstructured":"Veldhuizen, D.A., Zydallys, J.B., Lamont, G.B.: Considerations in engineering parallel multiobjective evolutionary algorithms. IEEE Trans. Evol. Comput. 7(2), 144\u2013173 (2003)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"1","key":"9121_CR40","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1109\/TEVC.2005.851275","volume":"10","author":"R.L. While","year":"2006","unstructured":"While, R.L., Hingston, P., Barone, L., Huband, S.: A faster algorithm for calculating hyper-volume. IEEE Trans. Evol. Comput. 10(1), 29\u201338 (2006)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"4","key":"9121_CR41","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1109\/4235.797969","volume":"3","author":"E. Zitzler","year":"1999","unstructured":"Zitzler, E., Thiele, L.: Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach. IEEE Trans. Evol. Comput. 3(4), 257\u2013271 (1999)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"9121_CR42","unstructured":"Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: improving the strength Pareto evolutionary algorithm for multiobjective optimization. In: Proceedings of Evolutionary Methods for Design, Optimisation, and Control, Barcelona, Spain, pp.\u00a095\u2013100 (2001)"}],"container-title":["Computational Optimization and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-007-9121-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10589-007-9121-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-007-9121-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T11:36:33Z","timestamp":1559302593000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10589-007-9121-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,11,15]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2009,4]]}},"alternative-id":["9121"],"URL":"https:\/\/doi.org\/10.1007\/s10589-007-9121-1","relation":{},"ISSN":["0926-6003","1573-2894"],"issn-type":[{"value":"0926-6003","type":"print"},{"value":"1573-2894","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,11,15]]}}}