This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ackley, D. H., Hinton, G. E., and Sejnowski, T. J. (1985). “A Learning Algorithm For Boltzmann Machines.” Cognitive Sciences, 9, 147–169.
Anderson, J. A., Silverstein, J. W., Ritz, S. A., and Jones, R. S. (1977). “Distinctive Features, Categorical Perception, and Probability Learning: Some Appplications Of A Neural Model.” Psychological Review, 84, 412–451.
Brandt, R. D., Wang, Y., Laub, A. J., and Mitra, S. K. (1988). “Alternative Networks For Solving And Traveling Salesman Problem And The List-Matching Problem.” Proceedings International Conference on Neural Networks, 2, 333–340.
Broomhead, D. S., and Lowe, D. (1988). “Multivariable Function Interpolation And Adaptive Networks.” Complex Systems, 2, 321–355.
Carpenter, G. A., and Grossberg, S. (1988). “The ART of AdaptivePattern Recognition By A Self-Organizing Neural Network.” IEEE Computer, 21, 77–88.
Durbin, R., and Willshaw, D. (1987). “An Analogue Approach To The Travelling Salesman Problem Using An Elastic Net Method.” Nature, 326, 689–691.
Favata, F., and Walker, R. (1991). “A Study Of The Application Of Kohonen-Type Neural Networks To The Travelling Salesman Problem.” Biological Cybernetics, 64, 463–468.
Fukushima, K. (1980). “Neocognitron: A Self-Organizing Neural Network Model For A Mechanism Of Pattern Recognition Uneffected By Shift In Position.” Biological Cybernetics, 36, 193–202.
Goldstein, M. (1990). “Self-Organizing Feature Maps For The Multiple Traveling Salesman Problem (MTSP).” Proceedings IEEE International Conference on Neural Networks, 258–261.
Gupta, J. N. D., and Sexton, R. S. (1999). “Comparing Backpropagation With A Genetic Algorithm For Neural Network Training.” Omega, 27, 679–84.
Hartigan, J. A. (1975). Clustering Algorithms, Wiley, New York.
Hegde, S., Sweet, J., and Levy, W. (1988). “Determination Of Parameters In A Hopfield/Tank Computational Network.” Proceedings IEEE International Conference On Neural Networks, 291–298.
Hopfield, J. J. (1982). “Neural Networks And Physical Systems With Emergent Collective Computational Abilities.” Proceedings of the National Academy of Sciences of the USA, 79, 2554–8.
Hopfield, J. J., and Tank, D. W. (1985). “Neural Computation Of Decisions In Optimization Problems.” Biological Cybernetics, 52, 141–152.
Jacobs, R. A., and Jordon, M. I. (1991). “A Competitive Modular Connectionisst Architecture.” Neural Information Processing Systems 3, R. P. Lippma, ed., Morgan Kaufmann, San Mateo, CA, 733–767.
Kohonen, T. (1982). “Self-Organized Formation Of Topologically Correct Feature Maps.” Biological Cybernetics, 43, 59–69.
Kohonen, T. (1988). Self-Organisation and Associative Memory, Springer, New York.
Lai, W. K., and Coghill, G. G. (1992). “Genetic Breeding Of Control Parameters For The Hopfield/Tank Neural Net.” Proceedings International Joint Conference on Neural Networks, 618–623.
Montana, D. J. (1995). “Neural Netowrk Weight Selection Using Genetic Algorithms.” Intelligent Hybrid Systems, S. Goonatilake and S. Khebbal, eds., Wiley, Chichester, 85–104.
Sexton, R. S., Gupta, J. N. D., Smith, B. N., and Montagno, R. V. (1998). “Neural Network Training Via Genetic Algorithm And Backpropagation: An Empirical Comparison.” Working paper, Department of Management, Ball State University, Muncie, Indiana.
Smith, K. A., and Gupta, J. N. D. (2000). “Neural Networks in Business: Techniques and Applications for the Operations Researcher.” Computers & Operations Research, 27, 1023–1044.
Smith, K. A., Palaniswami, M., and Krishnamoorthy, M. (1996). “Traditional Heuristic Versus Hopfield Neural Network Approaches To A Car Sequencing Problem.” European Journal of Operational Research, 93, 300–316.
Van Den Bout, D. E., and Miller III, T. K. (1989). “Improving The Performance Of The Hopfield-Tank Neural Network Through Normalization and Annealing.” Biological Cybernetics, 62, 129–139.
Wong, B. K., Bodnovich, T. A., and Selvi, Y. (1997). “Neural Network Applications In Business: A Review And Analysis Of The Literature (1988–1995).” Decision Support Systems, 19, 301–320.
Zurada, J. M. (1992). An Introduction To Artificial Neural Systems, West Publishing, St. Paul.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer Science+Business Media, Inc.
About this chapter
Cite this chapter
Paris, D.E. (2005). Neural Networks for Residential Infrastructure Management. In: Attoh-Okine, N.O., Ayyub, B.M. (eds) Applied Research in Uncertainty Modeling and Analysis. International Series in Intelligent Technologies, vol 20. Springer, Boston, MA. https://doi.org/10.1007/0-387-23550-7_10
Download citation
DOI: https://doi.org/10.1007/0-387-23550-7_10
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-23535-6
Online ISBN: 978-0-387-23550-9
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)