References
- Aussem , A and Hill , D . 2000 . Neural-network metamodelling for the prediction of Caulerpa taxifolia development in the Mediterranean Sea . Neurocomputing , 30 : 71 – 78 .
- Badiru , AB and Sieger , DB . 1998 . Neural network as a simulation metamodel in economic analysis of risky projects . Euro. J. Op. Res. , 105 : 130 – 142 .
- Barton , RR . 1992 . Metamodelling for simulation input-output relations . Proceedings of the 1992 Winter Simulation Conference . 1992 .
- Blanning , RW . 1975 . The construction and implementation of metamodelling . Simulation , 24 : 177 – 184 .
- Chen , M-C and Yang , T . 2002 . Design of manufacturing systems by a hybrid approach with neural network metamodelling and stochastic local search . Int. J. Prod. Res. , 40 ( 1 ) : 71 – 92 .
- Chryssolouris , G , Lee , M and Domroese , M . 1991 . The use of neural networks in determining operational policies for manufacturing systems . J. Manuf. Syst. , 100 : 166 – 175 .
- Chryssolouris , G , Lee , M , Pierce , J and Domroese , M . 1990 . Use of neural networks for the design of manufacturing systems . Manuf. Rev. , 3 : 187 – 194 .
- Clayton , ER , Weber , E and Taylor , BW . 1982 . A goal programming approach to the optimization of multi-response simulation models . IIE Trans. , 14 : 282 – 287 .
- De Castro , LN and von Zuben , FJ . 2002 . Learning and optimization using the clonal selection principle . IEEE Trans. Evol. Computat. , 6 : 239 – 251 .
- Goldberg , DE . 1989 . Genetic Algorithms in Search, Optimisation and Machine Learning , Reading, MA : Addison-Wesley .
- Freidman , LW and Pressman , I . 1988 . The metamodelling in simulation analysis: can it be trusted? . J. Op. Res. Soc. , 39 : 939 – 948 .
- Fu , M and Healy , K . Simulation optimisation of (s, S) inventory systems . Proceedings of the 1992 Winter Simulation Conference . pp. 506 – 514 . Piscataway, NJ : IEEE .
- Fu , M and Healy , K . 1997 . Techniques for optimisation via simulation: an experimental study on an (s, S) inventory system . IIE Trans. , 29 : 191 – 199 .
- Huang , CL , Huang , YH , Chang , TY , Chang , SH , Chung , CH , Huang , DT and Li , RK . 1999 . The construction of production performance prediction system for semiconductor manufacturing with artificial neural networks . Int. J. Prod. Res. , 37 : 1387 – 1402 .
- Hurrion , RD and Birgil , S . 1999 . Comparison of factorial and random experimental design methods for the development of regression and neural network simulation metamodels . J. Op. Res. Soc. , 50 : 1018 – 1033 .
- Hurrion , RD . 1992 . Using a neural network to enhance the decision making quality of a visual interactive simulation model . J. Op. Res. Soc. , 43 : 333 – 341 .
- Hurrion , RD . 1997 . An example of simulation optimisation using a neural network metamodel: finding the optimum number Kanbans in a manufacturing system . J. Op. Res. Soc. , 48 : 1105 – 1112 .
- Hurrion , RD . 1998 . Visual interactive meta-simulation using neural networks . Int. Trans. Op. Res. , 5 : 261 – 271 .
- Ivahnenko , AG . 1986 . The group method of data handling: a rival of method of stochastic approximation . Sov. Autom. Contr. , 13 ( 3 ) : 43 – 55 .
- Kilmer , RA , Smith , AE and Shuman , LJ . 1999 . Computing confidence intervals for stochastic simulation using neural network neural network . Computers & Indust. Eng. , 36 : 391 – 407 .
- Kleijnen , JPC and Sargent , RG . 2000 . A methodology for fitting and validating metamodels in simulation . Euro. J. Op. Res. , 120 : 14 – 29 .
- Kleijnen , JPC . 1979 . Regression metamodels for generalising simulation results . IEEE Trans. on Systems, Man & Cybernetics , 9 ( 2 ) : 93 – 96 .
- Law , AM and Kelton , WD . 1991 . Simulation Modeling and Analysis, , 2nd , New York : McGraw-Hill .
- McHaney , RW and Douglas , DE . 1997 . Multivariate regression metamodel: a DSS application in industry . Decision Support Systems , 19 : 43 – 52 .
- Mollaghasemi , M , Lecroy , K and Georgiopoulos , M . 1998 . Application of neural networks and simulation modeling in manufacturing system design . Interfaces , 28 : 100 – 114 .
- Montgomery , DC . 1992 . The use of statistical process control and design of experiments in product and process improvement . IIE Trans. , 24 : 4 – 17 .
- Philipoom , PR , Rees , LP and Wiegmann , L . 1994 . Using neural networks to determine internally set due date assignments for shop scheduling . Dec. Sci. , 25 : 825 – 851 .
- Pierreval , H . 1993 . Neural network to select dynamic scheduling heuristics . Revue des Systémes de Dêcision , 2 : 173 – 190 .
- Pierreval , H . 1996 . A metamodelling approach based on neural networks . Int. J. Comp. Simul. , 6 : 365 – 378 .
- Pierreval , H . 1992 . Rule based simulation metamodels . Euro. J. Op. Res. Soc. , 61 : 6 – 17 .
- Raaymakers , MHM and Weijters , AJMM . Using regression models and neural network models for make span estimation in batch processing . Proceedings of the 12th Belgium-Netherlands Conference on AI . Edited by: van der Bosch , A and Weigand , H . pp. 141 – 148 .
- Rees , LP , Clayton , ER and Taylor , BW . 1985 . Solving multiple response simulation models, using response surface methodology within a Lexicographic Goal Programming Framework . IIE Trans. , 17 : 47 – 57 .
- Oh , SK , Kim , DW , Park , BJ and Hwang , HS . 2001 . Advanced polynomial neural networks architecture with new adaptive nodes . Trans. Contr. Automat. Syst. Eng. , 3 ( 1 ) : 43 – 50 .
- Oh , SK , Pedrycz , W and Park , BJ . 2003 . Self-organizing neurofuzzy networks based on evolutionary fuzzy granulation . IEE Transactions on Systems, Man and Cybernetics, Part A , 33 : 271 – 277 .
- Shang , JS and Tadikamalla , PR . 1993 . Output maximisation of a CIM system: simulation and statistical approach . Int. J. Prod. Res. , 31 ( 1 ) : 19 – 41 .
- Watson , EF , Chawda , PP , McCarthy , B , Drevna , MJ and Sadowski , RP . 1998 . A simulation metamodel for response-time planning . Decision Sciences , 29 : 217 – 241 .
- Yu , B and Poplewell , K . 1994 . Metamodelling in manufacturing: a review . Int. J. Prod. Res. , 32 : 787 – 796 .