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Volumn 135, Issue , 2014, Pages 172-182

Evolutionary Bayesian Network design for high dimensional experiments

Author keywords

Design of experiments; Evolutionary Bayesian networks; High dimensional systems; Optimisation; Vesicles self organisation process

Indexed keywords

ARTICLE; BAYES THEOREM; BIOCHEMISTRY; CONTROLLED STUDY; EVOLUTION; EVOLUTIONARY BAYESIAN NETWORK DESIGN; EXPERIMENTAL DESIGN; INTERMETHOD COMPARISON; PERFORMANCE; PRIORITY JOURNAL; SIMULATION;

EID: 84899952640     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2014.04.013     Document Type: Article
Times cited : (8)

References (67)
  • 2
    • 84888039819 scopus 로고    scopus 로고
    • Supersaturated designs.a review of their construction and analysis
    • Georgiou S.D. Supersaturated designs.a review of their construction and analysis. J. Stat. Plan. Infer. 2012, (0). 10.1016/j.jspi.2012.09.014.
    • (2012) J. Stat. Plan. Infer. , Issue.0
    • Georgiou, S.D.1
  • 3
    • 78049326557 scopus 로고    scopus 로고
    • A comparison of design and model selection methods for supersaturated experiments
    • Marley C.J., Woods D.C. A comparison of design and model selection methods for supersaturated experiments. Comput. Stat. Data Anal. 2010, 54(12):3158-3167.
    • (2010) Comput. Stat. Data Anal. , vol.54 , Issue.12 , pp. 3158-3167
    • Marley, C.J.1    Woods, D.C.2
  • 4
    • 82555163582 scopus 로고    scopus 로고
    • On construction of optimal mixed-level supersaturated designs
    • Sun F., Lin D.K.J., Liu M.Q. On construction of optimal mixed-level supersaturated designs. Ann. Stat. 2011, 39(2):1310-1333.
    • (2011) Ann. Stat. , vol.39 , Issue.2 , pp. 1310-1333
    • Sun, F.1    Lin, D.K.J.2    Liu, M.Q.3
  • 5
    • 84893770028 scopus 로고
    • Some systematic supersaturated designs
    • Booth K.H.V., Cox D.R. Some systematic supersaturated designs. Technometrics 1962, 4:489-495.
    • (1962) Technometrics , vol.4 , pp. 489-495
    • Booth, K.H.V.1    Cox, D.R.2
  • 7
    • 0040642010 scopus 로고
    • A review of some exchange algorithms for constructing discrete D-optimal designs
    • Nguyen N.K., Miller A.J. A review of some exchange algorithms for constructing discrete D-optimal designs. Comput. Stat. Data Anal. 1992, 14(4):489-498.
    • (1992) Comput. Stat. Data Anal. , vol.14 , Issue.4 , pp. 489-498
    • Nguyen, N.K.1    Miller, A.J.2
  • 8
    • 27144506012 scopus 로고    scopus 로고
    • The use of a modified fedorov exchange algorithm to optimise sampling times for population pharmacokinetic experiments
    • Ogungbenro K., Graham G., Gueorguieva I., Aarons L. The use of a modified fedorov exchange algorithm to optimise sampling times for population pharmacokinetic experiments. Comput. Methods Prog. Biomed. 2005, 80(2):115-125.
    • (2005) Comput. Methods Prog. Biomed. , vol.80 , Issue.2 , pp. 115-125
    • Ogungbenro, K.1    Graham, G.2    Gueorguieva, I.3    Aarons, L.4
  • 9
    • 79951882464 scopus 로고    scopus 로고
    • Exchange algorithms for constructing model-robust experimental designs
    • Smucker B., Castillo E.D., Rosenberger J.L. Exchange algorithms for constructing model-robust experimental designs. J. Qual. Technol. 2011, 43:29-44.
    • (2011) J. Qual. Technol. , vol.43 , pp. 29-44
    • Smucker, B.1    Castillo, E.D.2    Rosenberger, J.L.3
  • 10
    • 78650727974 scopus 로고    scopus 로고
    • Computer experiments.a review
    • Levy S., Steinberg D. Computer experiments.a review. Adv. Stat. Anal. 2010, 94(4):311-324.
    • (2010) Adv. Stat. Anal. , vol.94 , Issue.4 , pp. 311-324
    • Levy, S.1    Steinberg, D.2
  • 11
    • 78650734601 scopus 로고    scopus 로고
    • Design and analysis of computer experiments
    • Kuhnt S., Steinberg D. Design and analysis of computer experiments. Adv. Stat. Anal. 2010, 94(4):307-309. 10.1007/s10182-010-0143-0.
    • (2010) Adv. Stat. Anal. , vol.94 , Issue.4 , pp. 307-309
    • Kuhnt, S.1    Steinberg, D.2
  • 12
    • 84866330590 scopus 로고    scopus 로고
    • Screening and metamodeling of computer experiments with functional outputs. application to thermalhydraulic computations
    • Auder B., Crecy A.D., Iooss B., Marques M. Screening and metamodeling of computer experiments with functional outputs. application to thermalhydraulic computations. Reliab. Eng. Syst. Saf. 2012, 107:122-131.
    • (2012) Reliab. Eng. Syst. Saf. , vol.107 , pp. 122-131
    • Auder, B.1    Crecy, A.D.2    Iooss, B.3    Marques, M.4
  • 13
    • 84861338927 scopus 로고    scopus 로고
    • A study of combined roughness and plasticity induced fatigue crack closure for long cracks using a modified strip-yield model
    • Crapps J., Daniewicz S. A study of combined roughness and plasticity induced fatigue crack closure for long cracks using a modified strip-yield model. Int. J. Fatigue 2012, 43:98-104.
    • (2012) Int. J. Fatigue , vol.43 , pp. 98-104
    • Crapps, J.1    Daniewicz, S.2
  • 14
    • 84866040225 scopus 로고    scopus 로고
    • Statistics of rogue waves in computer experiments
    • Zakharov V., Shamin R. Statistics of rogue waves in computer experiments. JETP Lett. 2012, 96(1):66-69.
    • (2012) JETP Lett. , vol.96 , Issue.1 , pp. 66-69
    • Zakharov, V.1    Shamin, R.2
  • 15
    • 84865149121 scopus 로고    scopus 로고
    • How to choose the simulation model for computer experiments.a local approach
    • Mhlenstdt T., Gsling M., Kuhnt S. How to choose the simulation model for computer experiments.a local approach. Appl. Stoch. Model. Bus. Ind. 2012, 28(4):354-361.
    • (2012) Appl. Stoch. Model. Bus. Ind. , vol.28 , Issue.4 , pp. 354-361
    • Mhlenstdt, T.1    Gsling, M.2    Kuhnt, S.3
  • 16
    • 71249083570 scopus 로고    scopus 로고
    • Construction of orthogonal Latin hypercube designs
    • Sun F., Liu M.Q., Lin D.K.J. Construction of orthogonal Latin hypercube designs. Biometrika 2009, 96(4):971-974.
    • (2009) Biometrika , vol.96 , Issue.4 , pp. 971-974
    • Sun, F.1    Liu, M.Q.2    Lin, D.K.J.3
  • 17
    • 84880512151 scopus 로고    scopus 로고
    • Construction of nearly orthogonal Latin hypercube designs
    • Gu L., Yang J.F. Construction of nearly orthogonal Latin hypercube designs. Metrika 2013, 76(6):819-830.
    • (2013) Metrika , vol.76 , Issue.6 , pp. 819-830
    • Gu, L.1    Yang, J.F.2
  • 19
    • 0036180213 scopus 로고    scopus 로고
    • A survey of optimization by building and using probabilistic models
    • Pelikan M., Goldberg D., Lobo F. A survey of optimization by building and using probabilistic models. Comput. Optim. Appl. 2002, 21(1):5-20.
    • (2002) Comput. Optim. Appl. , vol.21 , Issue.1 , pp. 5-20
    • Pelikan, M.1    Goldberg, D.2    Lobo, F.3
  • 22
    • 84862885692 scopus 로고    scopus 로고
    • Combining probabilistic dependency models and particle swarm optimization for parameter inference in stochastic biological systems. Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, vol. 145 of Advances in Intelligent and Soft Computing, Springer, Berlin Heidelberg, F.L. Gaol, Q.V. Nguyen (Eds.)
    • Forlin M., Slanzi D., Poli I. Combining probabilistic dependency models and particle swarm optimization for parameter inference in stochastic biological systems. Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, vol. 145 of Advances in Intelligent and Soft Computing 2012, 437-443. Springer, Berlin Heidelberg. F.L. Gaol, Q.V. Nguyen (Eds.).
    • (2012) , pp. 437-443
    • Forlin, M.1    Slanzi, D.2    Poli, I.3
  • 26
    • 84862331216 scopus 로고    scopus 로고
    • Betti numbers of polynomial hierarchical models for experimental designs
    • Maruri-Aguilar H., Saenz-de Cabezon E., Wynn H. Betti numbers of polynomial hierarchical models for experimental designs. Ann. Math. Artif. Intell. 2012, 64(4):411-426.
    • (2012) Ann. Math. Artif. Intell. , vol.64 , Issue.4 , pp. 411-426
    • Maruri-Aguilar, H.1    Saenz-de Cabezon, E.2    Wynn, H.3
  • 27
    • 84885067532 scopus 로고    scopus 로고
    • Robust t-optimal discriminating designs
    • Dette H., Melas V.B., Shpilev P. Robust t-optimal discriminating designs. Ann. Stat. 2013, 41(4):1693-1715.
    • (2013) Ann. Stat. , vol.41 , Issue.4 , pp. 1693-1715
    • Dette, H.1    Melas, V.B.2    Shpilev, P.3
  • 30
    • 78650696701 scopus 로고    scopus 로고
    • Efficient discovery and optimization of complex high-throughput experiments
    • Cawse J.N., Gazzola G., Packard N. Efficient discovery and optimization of complex high-throughput experiments. Catal. Today 2011, 159(1):55-63.
    • (2011) Catal. Today , vol.159 , Issue.1 , pp. 55-63
    • Cawse, J.N.1    Gazzola, G.2    Packard, N.3
  • 32
    • 84887105439 scopus 로고    scopus 로고
    • Using a genetic algorithm to generate d-optimal designs for mixture experiments
    • Limmun W., Borkowski J.J., Chomtee B. Using a genetic algorithm to generate d-optimal designs for mixture experiments. Qual. Reliab. Eng. Int. 2013, 29(7):1055-1068.
    • (2013) Qual. Reliab. Eng. Int. , vol.29 , Issue.7 , pp. 1055-1068
    • Limmun, W.1    Borkowski, J.J.2    Chomtee, B.3
  • 33
    • 0029535737 scopus 로고
    • Particle swarm optimization
    • Proceedings of the IEEE International Conference on Neural Networks
    • Kennedy J., Eberhart R. Particle swarm optimization. IEEE 1995, vol.4:1942-1948.
    • (1995) IEEE , vol.4 , pp. 1942-1948
    • Kennedy, J.1    Eberhart, R.2
  • 34
    • 80755163157 scopus 로고    scopus 로고
    • Optimised design of energy efficient building facades via evolutionary neural networks
    • Zemella G., March D.D., Borrotti M., Poli I. Optimised design of energy efficient building facades via evolutionary neural networks. Energy Build. 2011, 43(12):3297-3302.
    • (2011) Energy Build. , vol.43 , Issue.12 , pp. 3297-3302
    • Zemella, G.1    March, D.D.2    Borrotti, M.3    Poli, I.4
  • 35
    • 84870758711 scopus 로고    scopus 로고
    • Nave bayes ant colony optimization for experimental design. Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Vol. 190 of Advances in Intelligent Systems and Computing, Springer, Berlin Heidelberg, R. Kruse, M.R. Berthold, C. Moewes, M. Gil, P. Grzegorzewski, O. Hryniewicz (Eds.)
    • Borrotti M., Poli I. Nave bayes ant colony optimization for experimental design. Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Vol. 190 of Advances in Intelligent Systems and Computing 2013, 489-497. Springer, Berlin Heidelberg. R. Kruse, M.R. Berthold, C. Moewes, M. Gil, P. Grzegorzewski, O. Hryniewicz (Eds.).
    • (2013) , pp. 489-497
    • Borrotti, M.1    Poli, I.2
  • 39
    • 0036589503 scopus 로고    scopus 로고
    • Comparison of score metrics for Bayesian network learning
    • Yang S., Chang K. Comparison of score metrics for Bayesian network learning. IEEE Trans. Syst. Man Cybern. Syst. Hum. 2002, 32(3):419-428.
    • (2002) IEEE Trans. Syst. Man Cybern. Syst. Hum. , vol.32 , Issue.3 , pp. 419-428
    • Yang, S.1    Chang, K.2
  • 40
    • 84877065956 scopus 로고    scopus 로고
    • Empirical evaluation of scoring functions for Bayesian network model selection
    • Liu Z., Malone B., Yuan C. Empirical evaluation of scoring functions for Bayesian network model selection. BMC Bioinforma. 2012, 13(15):1-16.
    • (2012) BMC Bioinforma. , vol.13 , Issue.15 , pp. 1-16
    • Liu, Z.1    Malone, B.2    Yuan, C.3
  • 41
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • Chow C., Liu C. Approximating discrete probability distributions with dependence trees. IEEE Trans. Inf. Theory 1968, 14(3):462-467.
    • (1968) IEEE Trans. Inf. Theory , vol.14 , Issue.3 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 43
    • 0028482006 scopus 로고
    • Learning Bayesian belief networks.An approach based on the MDL principle
    • Lam W., Bacchus F. Learning Bayesian belief networks.An approach based on the MDL principle. Comput. Intell. 1994, 10:269-293.
    • (1994) Comput. Intell. , vol.10 , pp. 269-293
    • Lam, W.1    Bacchus, F.2
  • 45
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Cooper G., Herskovits E. A Bayesian method for the induction of probabilistic networks from data. Mach. Learn. 1992, 9:309-347.
    • (1992) Mach. Learn. , vol.9 , pp. 309-347
    • Cooper, G.1    Herskovits, E.2
  • 46
    • 34249761849 scopus 로고
    • Learning Bayesian networks.the combinations of knowledge and statistical data
    • Heckerman D., Geiger D., Chickering D. Learning Bayesian networks.the combinations of knowledge and statistical data. Mach. Learn. 1995, 20:197-243.
    • (1995) Mach. Learn. , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.3
  • 47
    • 79958782255 scopus 로고    scopus 로고
    • Learning Bayesian networks.approaches and issues
    • Daly R., Shen Q., Aitken S. Learning Bayesian networks.approaches and issues. Knowl. Eng. Rev. 2011, 26:99-157.
    • (2011) Knowl. Eng. Rev. , vol.26 , pp. 99-157
    • Daly, R.1    Shen, Q.2    Aitken, S.3
  • 49
    • 0001247275 scopus 로고
    • Propagating uncertainty in Bayesian networks by probabilistic logic sampling
    • Elsevier Science Publishing Company, Inc., New York, USA
    • Henrion M. Propagating uncertainty in Bayesian networks by probabilistic logic sampling. Uncertainty in Artificial Intelligence 1988, vol. 2:149-163. Elsevier Science Publishing Company, Inc., New York, USA.
    • (1988) Uncertainty in Artificial Intelligence , vol.2 , pp. 149-163
    • Henrion, M.1
  • 50
    • 0001723141 scopus 로고
    • An automatic method for finding the greatest or least value of a function
    • Rosenbrock H.H. An automatic method for finding the greatest or least value of a function. Comput. J. 1960, 3(3):175-184.
    • (1960) Comput. J. , vol.3 , Issue.3 , pp. 175-184
    • Rosenbrock, H.H.1
  • 51
    • 33847049848 scopus 로고    scopus 로고
    • A new discrete filled function algorithm for discrete global optimization
    • Yongjian Y., Yumei L. A new discrete filled function algorithm for discrete global optimization. J. Comput. Appl. Math. 2007, 202(2):280-291.
    • (2007) J. Comput. Appl. Math. , vol.202 , Issue.2 , pp. 280-291
    • Yongjian, Y.1    Yumei, L.2
  • 52
    • 77955420705 scopus 로고    scopus 로고
    • A critical review of discrete filled function methods in solving nonlinear discrete optimization problems
    • Woon S.F., Rehbock V. A critical review of discrete filled function methods in solving nonlinear discrete optimization problems. Appl. Math. Comput. 2010, 217(1):25-41.
    • (2010) Appl. Math. Comput. , vol.217 , Issue.1 , pp. 25-41
    • Woon, S.F.1    Rehbock, V.2
  • 54
    • 33645673644 scopus 로고    scopus 로고
    • A method to improve design reliability using optimal Latin hypercube sampling
    • Stocki R. A method to improve design reliability using optimal Latin hypercube sampling. Comput. Assist. Mech. Eng. Sci. 2005, 12:87-105.
    • (2005) Comput. Assist. Mech. Eng. Sci. , vol.12 , pp. 87-105
    • Stocki, R.1
  • 55
    • 68149157936 scopus 로고    scopus 로고
    • Bounds for maximin Latin hypercube designs
    • van Dam E.R., Rennen G., Husslage B. Bounds for maximin Latin hypercube designs. Oper. Res. 2009, 57(3):595-608.
    • (2009) Oper. Res. , vol.57 , Issue.3 , pp. 595-608
    • van Dam, E.R.1    Rennen, G.2    Husslage, B.3
  • 56
    • 84876701974 scopus 로고    scopus 로고
    • GA.a package for genetic algorithms in R
    • Scrucca L. GA.a package for genetic algorithms in R. J. Stat. Softw. 2013, 53(4):1-37.
    • (2013) J. Stat. Softw. , vol.53 , Issue.4 , pp. 1-37
    • Scrucca, L.1
  • 57
    • 84875684598 scopus 로고    scopus 로고
    • A model-independent particle swarm optimisation software for model calibration
    • Zambrano-Bigiarini M., Rojas R. A model-independent particle swarm optimisation software for model calibration. Environ. Model Softw. 2013, 43:5-25.
    • (2013) Environ. Model Softw. , vol.43 , pp. 5-25
    • Zambrano-Bigiarini, M.1    Rojas, R.2
  • 59
    • 81855192773 scopus 로고    scopus 로고
    • Compartmentalized reactions as a case of soft-matter biotechnology.synthesis of proteins and nucleic acids inside lipid vesicles
    • Stano P., Carrara P., Kuruma Y., Pereira de Souza T., Luisi P.L. Compartmentalized reactions as a case of soft-matter biotechnology.synthesis of proteins and nucleic acids inside lipid vesicles. J. Mater. Chem. 2011, 21:18887-18902.
    • (2011) J. Mater. Chem. , vol.21 , pp. 18887-18902
    • Stano, P.1    Carrara, P.2    Kuruma, Y.3    Pereira de Souza, T.4    Luisi, P.L.5
  • 60
    • 80053595736 scopus 로고    scopus 로고
    • Spontaneous crowding of ribosomes and proteins inside vesicles.a possible mechanism for the origin of cell metabolism
    • Pereira de Souza T., Steiniger F., Stano P., Fahr A., Luisi P.L. Spontaneous crowding of ribosomes and proteins inside vesicles.a possible mechanism for the origin of cell metabolism. ChemBioChem 2011, 12(15):2325-2330.
    • (2011) ChemBioChem , vol.12 , Issue.15 , pp. 2325-2330
    • Pereira de Souza, T.1    Steiniger, F.2    Stano, P.3    Fahr, A.4    Luisi, P.L.5
  • 67
    • 84876705387 scopus 로고    scopus 로고
    • Identifying significant edges in graphical models of molecular networks
    • Scutari M., Nagarajan R. Identifying significant edges in graphical models of molecular networks. Artif. Intell. Med. 2013, 57(3):207-217.
    • (2013) Artif. Intell. Med. , vol.57 , Issue.3 , pp. 207-217
    • Scutari, M.1    Nagarajan, R.2


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