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Ihme M, Marsden AL, Pitsch H (2008) Generation of optimal artificial neural networks using a pattern search algorithm: application to approximation of chemical systems. Neural Comput 20:573-601 [PubMed]

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References and models that cite this paper

Abramson MA (2004) Mixed variable optimization of a load-bearing thermal insulation system using a filter pattern search algorithm Optim Eng 5:157-177
Abramson MA, Audet C, Dennis JE (2004) Generalized pattern searches with derivative information Math Program Ser B 100:3-25
Angeline PJ, Saunders GM, Pollack JB (1994) An evolutionary algorithm that constructs recurrent neural networks. IEEE Trans Neural Netw 5:54-65 [Journal] [PubMed]
Audet C, Dennis JE (2000) Pattern search algorithms for mixed variable programming SIAM J Optim 11:573-594
Audet C, Dennis JE (2003) Analysis of generalized pattern searches SIAM J Optim 13:889-903
Audet C, Dennis JE (2004) A pattern search filter method for nonlinear programming without derivatives SIAM J Optim 14:980-1010
Blasco JA, Fueyo N, Dopazo C, Ballester J (1999) Modelling the temporal evolution of a reduced combustion chemical system with an artificial neural network Combust Flame 113:38-52
Blasco JA, Fueyo N, Dopazo C, Chen JY (2000) A self-organizing-map approach to chemistry representation in combustion applications Combust Theory Modelling 4:61-76
Blasco JA, Fueyo N, Larroya JC, Dopazo C, Chen JY (1999) Single-steptime-integrator of a methane-air chemical system using artificial neural networks Computers And Chemical Engineering 23:1127-1133
Booker AJ, Dennis JE, Frank JE, Serafini PD, Torczon DB, Trosset V (1999) A rigorous framework for optimization of expensive functions by surrogates Structural Optim 17:1-13
Bornholdt S, Graudenz D (1992) General asymmetric neural networks and structure design by genetic algorithms Neural Netw 5:327-334
Bowman CT, Hanson RK, Davidson DF, Gardiner WC, Lissianski V, Smith GP, Golden DM, Frenklach (1997) GRI-Mech 2.11 Available online at
Chen JY, Blasco JA, Fueyo N, Dopazo C (2000) An economical strategy for storage of chemical kinetics: Fitting in situ adaptive tabulation with artificial neural networks Proc Comb Institute 28:115-121
Christo FC, Masri AR, Nebot EM (1996) Artificial neural network implementation of chemistry with PDF simulation of H2-CO2 flames Combust Flame 106:406-427
Christo FC, Masri AR, Nebot EM, Pope SB (1996) An integrated PDF-neural network approach for simulating turbulent reacting systems Proc Comb Institute 26:43-48
Fausett L (1994) Fundamentals of Neural Networks
Flemming F, Sadiki A, Janicka J (2005) LES using artificial neural networks for chemistry representation Prog Comput Fluid Dynamics 5:375-385
Frean M (1990) The upstart algorithm: A method for constructing and training feedforward neural networks Neural Comput 2:198-209
Haykin S (1994) Neural Networks: A Comprehensive Foundation :363-370
Husken M, Jin Y, Sendhoff B (2005) Structure optimization of neural networks for evolutionary design optimization Soft Comput 9:21-28
Hwang MW, Choi JK, Park J (1997) Evolutionary projection neural networks Proc IEEE Conf Evolutionary Comput :667-671
Koehler J, Owen A (1996) Computer experiments: Design and analysis of experiments Handbook of statistics, Ghosh S:Rao CR, ed. pp.261
Kokkolaras M, Audet C, Dennis JE (2000) Mixed variable optimization of the number and composition of heat intercepts in a thermal insulation system Tech Rep TR00-21, Department of Computational and Applied Mathematics, Rice University
Koza JR, Rice JP (1991) Genetic generation of both the weights and architecture for a neural network Proc IEEE Intl Joint Conf Neural Networks :387-404
Lam SH, Goussis DA (1988) Understanding complex chemical kinetics with computational singular perturbation Proc Comb Institute 22:931-941
Liu Y, Yao X (1996) Evolutionary design of artificial neural networks with different nodes Proc IEEE Conf Evolutionary Comput :670-675
Lophaven SN, Nielsen HB, Sundergaard J (2002) DACE: A Matlab Kriging toolbox version 2.0 Tech Rep IMM-TR-2002-12, Technical University of Denmark
Lucidi S, Piccialli V, Sciandrone M (2005) An algorithm model for mixed variable programming SIAM J Optim 15:1057-1084
Maas U, Pope SB (1992) Simplifying chemical kinetics: Intrinsic low dimensional manifolds in composition space Combust Flame 88:239-264
Marsden AL, Wang M, Dennis JE, Moin JE (2004) Optimal aeroacoustic shape design using the surrogate management framework Optim Eng 5:235-262
Mckay MD, Beckman RJ, Conover WJ (1979) Comparison of three methods for selecting values of input variables in the analysis of output from a computer code Technometrics 21:239-245
Miller G, Todd P, Hedge S (1989) Designing neural networks using genetic algorithms Proc 3rd Intl Conf Genetic Algorithms :379-384
Mozer MC, Smolensky P (1989) Skeletonization: A technique for trimming the fat from a network via relevance assessment Connection Sci 1:3-26
Peters N (1984) Laminar diffusion flamelet models in non-premixed turbulent combustion Prog Energy Combust Sci 10:319-339
Peters N (2000) Turbulent combustion
Pope SB (1997) Computationally efficient implementation of combustion chemistry using in situ adaptive tabulation Combust Theory Modelling 1:41-63
Rubinstein RY (1981) Simulation and the Monte Carlo method
Serafini DB (1998) A framework for managing models in nonlinear optimization of computationally expensive functions Unpublished doctoral dissertation, Rice University
Tang KS, Chan CY, Man KF, Kwong S (1995) Genetic structure for NN topology and weights optimization Proc 1st IEEE Intl Conf Genetic Algorithms in Engineering Systems: Innovations and Applications :250-255
Tonse SR, Moriarty NW, Brown NJ, Frencklach M (1999) PRISM: Piecewise reusable implementation of solution mapping. An economical strategy for chemical kinetics Israel J Chem 39:97-106
Torczon V (1997) On the convergence of pattern search algorithms SIAM J Optim 7:1-25
Yao X (1999) Evolving artificial neural networks Proceedings Of The IEEE 87:1423-1447
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