Application of Neural Networks and Other Learning by I. M. Mujtaba, Mehboob A. Hussain PDF

By I. M. Mujtaba, Mehboob A. Hussain

This quantity is a follow-up to the IChemE symposium on "Neural Networks and different studying Technologies", held at Imperial collage, London, in could 1999. The curiosity proven via the contributors, specifically these from the undefined, has been instrumental in generating the ebook. The papers were written via participants to the symposium and specialists within the box from around the globe. They current the entire very important points of neural community usage in addition to exhibit the flexibility of neural networks in a number of elements of approach engineering difficulties - modelling, estimation, keep an eye on, optimization and business functions.

Show description

Read Online or Download Application of Neural Networks and Other Learning Technologies in Process Engineering PDF

Best education books

Download e-book for iPad: The End of Education: Redefining the Value of School by Neil Postman

Postman means that the present quandary in our instructional procedure derives from its failure to provide scholars with a translucent, unifying "narrative" like those who encouraged previous generations. as a substitute, today's colleges advertise the fake "gods" of monetary application, consumerism, or ethnic separatism and resentment.

Read e-book online Neuropsychology of Epilepsy and Epilepsy Surgery (Oxford PDF

This publication presents crucial information regarding the diversity of seizure problems and serves as a simple epilepsy reference consultant for college students and training medical neuropsychologists. as well as epilepsy neuropsychological overview concerns, the booklet presents an outline of the identified cognitive results of seizures in addition to the adaptive, emotional, and psychiatric results of epilepsy together with a bankruptcy on psychogenic nonepileptic seizures.

Is Taiwan Chinese?: The Impact of Culture, Power, and - download pdf or read online

The "one China" coverage formally supported via the People's Republic of China, the U.S., and different international locations asserts that there's just one China and Taiwan is part of it. the controversy over even if the folks of Taiwan are chinese language or independently Taiwanese is, Melissa J. Brown argues, a question of id: Han ethnic id, chinese language nationwide identification, and the connection of either one of those to the recent Taiwanese id cast within the Nineteen Nineties.

Additional info for Application of Neural Networks and Other Learning Technologies in Process Engineering

Example text

Proc. Cont. 8 (1998), 459-468. Bomberger, J. D. and Seborg, D. , Determination of the width parameter for Gaussian radial basis function networks using approximate gradient norms. Paper presented at AIChE Annual Meeting, Nov. 16-21, Los Angeles (1997). Bomberger, J. D. , in Proc. of the 1998 ACC, June 24-26, Philadelphia, PA (1998). Chen, S. , Int. J. Control. 55, (1992), 1051-1070. Chen, S. , IEEE Trans. Neural Networks. 2 (1991), 302-309. Congalidis, J. P. , AIChE J. 35 (1989), 891-907. Draper, N.

The network was trained on all the data, except one which was held out for testing or validating the performance of the network. This procedure (also known as jack-knifing or hold-out) was repeated until the network had been validated against all the data. The alternative procedure of using say half the data for simulation and half for validation provides insufficient information for close simulation with three input variables at several different levels of each. Despite the limited availability of data, the network was capable of predicting holdup (h) and the mean drop size ^32) with average absolute errors of 13% and 14% respectively, as shown in Figs.

J. , Trans. IChemE. 72 (1994), 3-19. C. ,/£C/to. 30,(1991), 2564-2573. J. , Comput. Chem. Eng. 16, (1992), 379-391. A. , Metallurgical Transactions B. 23B (1992) 643-650. A. , Chem. Eng. Sci. 48 (1993), 1281-1297. Riickl, W. , German Chemical Engineering. 8 (1985), 27-31. I. , Hydrometallurgy. 42 (1996), 1-12. -T. J. IEC Res. 31 (1992), 1338-1352. , Multicomponent mass transfer. (Wiley-Interscience, New York, 1993). , Science and Practice of Liquid-liquid Extraction (Oxford Science Publications, Oxford, UK, 1992).

Download PDF sample

Rated 4.13 of 5 – based on 50 votes