{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T12:45:17Z","timestamp":1777639517830,"version":"3.51.4"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,7,8]],"date-time":"2016-07-08T00:00:00Z","timestamp":1467936000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Nat Comput"],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1007\/s11047-016-9569-y","type":"journal-article","created":{"date-parts":[[2016,7,8]],"date-time":"2016-07-08T08:27:28Z","timestamp":1467966448000},"page":"579-589","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["An improved dynamic membrane evolutionary algorithm for constrained engineering design problems"],"prefix":"10.1007","volume":"15","author":[{"given":"Jianhua","family":"Xiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan-juan","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun-yun","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,7,8]]},"reference":[{"issue":"4","key":"9569_CR1","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1007\/s10845-010-0393-4","volume":"23","author":"B A","year":"2012","unstructured":"Akay B, Karaboga D (2012) Artificial bee colony algorithm for large-scale problems and engineering design optimization. J Intell Manuf 23(4):1001\u20131014","journal-title":"J Intell Manuf"},{"key":"9569_CR2","volume-title":"Introduction to optimum design","author":"JS Arora","year":"1989","unstructured":"Arora JS (1989) Introduction to optimum design. McGraw-Hill, New York"},{"key":"9569_CR3","doi-asserted-by":"crossref","first-page":"1676","DOI":"10.1016\/j.eswa.2009.06.044","volume":"27","author":"LS Coelho","year":"2010","unstructured":"Coelho LS (2010) Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems. Exp Syst Appl 27:1676\u20131683","journal-title":"Exp Syst Appl"},{"key":"9569_CR4","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/S0166-3615(99)00046-9","volume":"41","author":"CAC Coello","year":"2000","unstructured":"Coello CAC (2000) Use of a self-adaptive penalty approach for engineering optimization problems. Comput Ind 41:113\u2013127","journal-title":"Comput Ind"},{"key":"9569_CR5","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1080\/03052150410001647966","volume":"36","author":"CAC Coello","year":"2004","unstructured":"Coello CAC, Becerra RL (2004) Efficient evolutionary optimization through the use of a cultural algorithm. Eng Optim 36:219\u2013236","journal-title":"Eng Optim"},{"issue":"9","key":"9569_CR30","doi-asserted-by":"crossref","first-page":"3370","DOI":"10.1016\/j.eswa.2012.12.045","volume":"40","author":"Vincius V Melo de","year":"2013","unstructured":"de Melo Vincius V, Carosio Grazieli L C (2013) Investigating multi-view differential evolution for solving constrained engineering design problems. Exp Syst Appl 40(9):3370\u20133377","journal-title":"Exp Syst Appl"},{"issue":"3","key":"9569_CR6","doi-asserted-by":"crossref","first-page":"777","DOI":"10.3934\/jimo.2014.10.777","volume":"10","author":"H Garg","year":"2014","unstructured":"Garg H (2014) Solving structural engineering design optimization problems using an artificial bee colony algorithm. J Ind Manag Optim 10(3):777\u2013794","journal-title":"J Ind Manag Optim"},{"key":"9569_CR7","unstructured":"Hansen N (2005) Compilation of results on the CEC benchmark function set. Institute of Computational Science, ETH Zurich, Switzerland. Tech. Rep 13"},{"issue":"5","key":"9569_CR8","doi-asserted-by":"crossref","first-page":"1377","DOI":"10.1016\/S0252-9602(14)60090-4","volume":"34","author":"J He","year":"2014","unstructured":"He J, Xiao J, Shao Z (2014) An adaptive membrane algorithm for solving combinatorial optimization problems. Acta Mathematica Scientia 34(5):1377\u20131394","journal-title":"Acta Mathematica Scientia"},{"key":"9569_CR9","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.engappai.2006.03.003","volume":"20","author":"Q He","year":"2006","unstructured":"He Q, Wang L (2006) An effective co-evolutionary particle swarm optimization for engineering optimization problems. Eng Appl Artif Intell 20:89\u201399","journal-title":"Eng Appl Artif Intell"},{"issue":"2","key":"9569_CR10","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.engappai.2006.03.003","volume":"20","author":"Q He","year":"2007","unstructured":"He Q, Wang L (2007) An effective co-evolutionary particle swarm optimization for constrained engineering design problems. Eng Appl Artif Intell 20(2):89\u201399","journal-title":"Eng Appl Artif Intell"},{"key":"9569_CR11","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1080\/10020070708541023","volume":"17","author":"L Huang","year":"2007","unstructured":"Huang L, He XX, Wang N et al (2007) P systems based multi-objective optimization algorithm. Prog Nat Sci 17:458\u2013465","journal-title":"Prog Nat Sci"},{"issue":"4","key":"9569_CR12","first-page":"899","volume":"5","author":"L Huang","year":"2009","unstructured":"Huang L, Suh IH (2009) Controller design for a marine diesel engine using membrane computing. Int J Innov Comput Inf Control 5(4):899\u2013912","journal-title":"Int J Innov Comput Inf Control"},{"key":"9569_CR13","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1115\/1.2919393","volume":"116","author":"BK Kannan","year":"1994","unstructured":"Kannan BK, Kramer SN (1994) An augmented lagrange multiplier based method for mixed integer discrete continuous optimization and its applications to mechanical design. J Mech Des 116:405\u2013411","journal-title":"J Mech Des"},{"issue":"1","key":"9569_CR14","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1108\/02644401011008577","volume":"27","author":"A Kaveh","year":"2010","unstructured":"Kaveh A, Talatahari S (2010) An improved ant colony optimization for constrained engineering design problems. Eng Comput 27(1):155\u2013182","journal-title":"Eng Comput"},{"issue":"4","key":"9569_CR15","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1108\/02644401111131876","volume":"28","author":"A Kaveh","year":"2011","unstructured":"Kaveh A, Talatahari S (2011) Hybrid charged system search and particle swarm optimization for engineering design problems. Eng Comput: Int J Comput-Aided Eng Softw 28(4):423\u2013440","journal-title":"Eng Comput: Int J Comput-Aided Eng Softw"},{"key":"9569_CR16","doi-asserted-by":"crossref","unstructured":"Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Proceedings of IEEE international conference on neural networks, 1942\u20131948","DOI":"10.1109\/ICNN.1995.488968"},{"key":"9569_CR17","first-page":"652","volume":"3789","author":"E Mezura-Montes","year":"2005","unstructured":"Mezura-Montes E, Coello CAC (2005) Useful infeasible solutions in engineering optimization with evolutionary algorithms. Lect Notes Artif Int 3789:652\u2013662","journal-title":"Lect Notes Artif Int"},{"key":"9569_CR18","unstructured":"Nishida TY (2004a) An application of P-system: a new algorithm for NP-complete optimization problems. The 8th world multi-conference on systems, cybernetics and informatics, pp 109\u2013112"},{"key":"9569_CR19","unstructured":"Nishida TY (2004b) An approximate algorithm for NP-complete optimization problems exploiting P-systems. The brainstorming workshop on uncertainty in membrane computing, pp 185\u2013192"},{"key":"9569_CR20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3233\/FI-2011-427","volume":"109","author":"YY Niu","year":"2011","unstructured":"Niu YY, Pan LQ, Perez-Jimenez MJ et al (2011) A tissue P systems based uniform solution to tripartite matching problem. Fundamenta Informaticae 109:1\u201310","journal-title":"Fundamenta Informaticae"},{"key":"9569_CR21","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1007\/s00500-014-1266-0","volume":"19","author":"Y Niu","year":"2015","unstructured":"Niu Y, Wang S, He J, Xia J (2015) A novel membrane algorithm for capacitated vehicle routing problem. Soft Comput 19:471\u2013482","journal-title":"Soft Comput"},{"key":"9569_CR22","doi-asserted-by":"crossref","first-page":"2345","DOI":"10.1016\/j.tcs.2010.01.019","volume":"411","author":"T OnoltIshdorj","year":"2010","unstructured":"OnoltIshdorj T, Leporati A, Pan LQ et al (2010) Deterministic solutions to QSAT and Q3SAT by spiking neural P systems with pre-Computed resources. Theor Comput Sci 411:2345\u20132358","journal-title":"Theor Comput Sci"},{"key":"9569_CR23","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1162\/NECO_a_00058","volume":"23","author":"LQ Pan","year":"2011","unstructured":"Pan LQ, Zeng XX, Zhang XY (2011) Time-free spiking neural P systems. Neural Comput 23:1\u201323","journal-title":"Neural Comput"},{"key":"9569_CR24","doi-asserted-by":"crossref","first-page":"906","DOI":"10.1016\/j.tcs.2009.11.010","volume":"411","author":"LQ Pan","year":"2010","unstructured":"Pan LQ, Paun G (2010) Spiking neural P systems: an improved normal form. Theor Comput Sci 411:906\u2013918","journal-title":"Theor Comput Sci"},{"key":"9569_CR25","volume-title":"Comput Membr","author":"GH Paun","year":"1998","unstructured":"Paun GH (1998) Comput Membr. Turku center for computer science, Technical Report. Finland"},{"key":"9569_CR26","doi-asserted-by":"crossref","first-page":"2592","DOI":"10.1016\/j.asoc.2012.11.026","volume":"13","author":"A Sadollah","year":"2013","unstructured":"Sadollah A, Bahreininejad A, Eskandar H et al (2013) Mine blast algorithm: a new population based algorithm for solving constrained engineering optimization problems. Appl Soft Comput 13:2592\u20132612","journal-title":"Appl Soft Comput"},{"issue":"1","key":"9569_CR27","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/4235.752918","volume":"3","author":"R Storn","year":"1999","unstructured":"Storn R (1999) System design by constraint adaptation and differential evolution. IEEE Trans Evol Comput 3(1):22\u201334","journal-title":"IEEE Trans Evol Comput"},{"key":"9569_CR28","unstructured":"Storn R, Price K. (1995) Differential evolution-a simple and effcient adaptive scheme for global optimization over continuous spaces. International Computer Science Institute, Berkeley, Technical Report TR-95-012"},{"key":"9569_CR29","first-page":"1980","volume":"2004","author":"J Vesterstrom","year":"2004","unstructured":"Vesterstrom J, Thomsen R (2004) A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems. Congr Evol Comput 2004:1980\u20131987","journal-title":"Congr Evol Comput"},{"key":"9569_CR31","doi-asserted-by":"crossref","first-page":"2615","DOI":"10.1162\/NECO_a_00022","volume":"22","author":"J Wang","year":"2010","unstructured":"Wang J, Hoogeboom HJ, Pan LQ et al (2010) Spiking neural P systems with weights. Neural Comput 22:2615\u20132646","journal-title":"Neural Comput"},{"issue":"2","key":"9569_CR32","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1007\/s00158-007-0222-3","volume":"37","author":"J Wang","year":"2008","unstructured":"Wang J, Yin Z (2008) A ranking selection-based particle swarm optimizer for engineering design optimization problems. Struct Multid Optim 37(2):131\u2013147","journal-title":"Struct Multid Optim"},{"issue":"6","key":"9569_CR33","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1007\/s11434-011-4928-7","volume":"57","author":"JH Xiao","year":"2012","unstructured":"Xiao JH, Zhang XY, Xu J (2012) A membrane evolutionary algorithm for DNA sequence design in DNA computing. Chin Sci Bull 57(6):698\u2013706","journal-title":"Chin Sci Bull"},{"key":"9569_CR34","first-page":"987","volume":"70","author":"JH Xiao","year":"2013","unstructured":"Xiao JH, Jiang Y, He JJ et al (2013) A dynamic membrane evolutionary algorithm for solving DNA sequences design with minimum free energy. Match 70:987\u20131004","journal-title":"Match"},{"key":"9569_CR35","first-page":"580","volume":"10","author":"JH Xiao","year":"2013","unstructured":"Xiao JH, Huang YF, Cheng Z (2013) A bio-inspried algorithm based on membrane computing for engineering design problem. Int J Comput Sci Issues 10:580\u2013588","journal-title":"Int J Comput Sci Issues"},{"issue":"2","key":"9569_CR36","doi-asserted-by":"crossref","first-page":"3880","DOI":"10.1016\/j.eswa.2008.02.039","volume":"36","author":"E Zahara","year":"2009","unstructured":"Zahara E, Kao Y-T (2009) Hybrid Nelder-Mead simplex search and particle swarm optimization for constrained engineering design problems. Expert Syst Appl 36(2):3880\u20133886","journal-title":"Expert Syst Appl"},{"key":"9569_CR37","first-page":"93","volume":"87","author":"GX Zhang","year":"2008","unstructured":"Zhang GX, Gheorghe M, Wu CZ (2008) A quantum-inspired evolutionary algorithm based on P systems for knapsack problem. Fund Inform 87:93\u2013116","journal-title":"Fund Inform"},{"key":"9569_CR38","doi-asserted-by":"crossref","first-page":"1997","DOI":"10.1016\/j.mcm.2010.06.002","volume":"52","author":"GX Zhang","year":"2010","unstructured":"Zhang GX, Liu CX, Rong HN (2010) Analyzing radar emitter signals with membrane algorithms. Math Comput Model 52:1997\u20132010","journal-title":"Math Comput Model"},{"issue":"1","key":"9569_CR39","first-page":"3","volume":"14","author":"GX Zhang","year":"2011","unstructured":"Zhang GX, Cheng JX, Gheorghe M (2011) A membrane-inspired approximate algorithm for traveling salesman problems. Roman J Inf Sci Technol 14(1):3\u201319","journal-title":"Roman J Inf Sci Technol"},{"issue":"4","key":"9569_CR40","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1007\/s11047-012-9320-2","volume":"11","author":"GX Zhang","year":"2012","unstructured":"Zhang GX, Gheorghe M, Li YQ (2012) A membrane algorithm with quantum-inspired subalgorithms and its application to image processing. Nat Comput Int J 11(4):701\u2013717","journal-title":"Nat Comput Int J"},{"issue":"3","key":"9569_CR41","doi-asserted-by":"crossref","first-page":"1528","DOI":"10.1016\/j.asoc.2012.05.032","volume":"13","author":"GX Zhang","year":"2013","unstructured":"Zhang GX, Cheng JX, Gheorghe M et al (2013) A hybrid approach based on differential evolution and tissue membrane systems for solving constrained manufacturing parameter optimization problems. Appl Soft Comput 13(3):1528\u20131542","journal-title":"Appl Soft Comput"}],"container-title":["Natural Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11047-016-9569-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11047-016-9569-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11047-016-9569-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,23]],"date-time":"2020-09-23T17:03:52Z","timestamp":1600880632000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11047-016-9569-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7,8]]},"references-count":41,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["9569"],"URL":"https:\/\/doi.org\/10.1007\/s11047-016-9569-y","relation":{},"ISSN":["1567-7818","1572-9796"],"issn-type":[{"value":"1567-7818","type":"print"},{"value":"1572-9796","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7,8]]}}}