Neural Network Modelling of Constrained Spatial Interaction Flows



Thill, J.-C. and Mozolin, M. (2000): Feedforward neural networks for spatial
interaction: Are they trustworthy forecasting tools? In Reggiani, A. (ed.):
Spatial
economic science: New frontiers in theory and methodology
, pp. 355-381. Springer,
Berlin, Heidelberg and New York

Tobler, W. (1983): An alternative formulation for spatial interaction modelling,
Environment and Planning A 15, 693-703

Turton, I., Openshaw, S. and Diplock, G. (1997): A genetic programming approach to
building new spatial models relevant to GIS. In Kemp, Z. (ed.):
Innovations in GIS
4
, pp. 89-104. Taylor & Francis, London

Tzanakou, E., Michalak, R. and Harth, E. (1973): The Alopex process: Visual receptive
fields by response feedback,
Biological Cybernetics 35, 161-174

Unnikrishnan, K.P. and Venugopal, K.P. (1994): Alopex: A correlation-based learning
algorithm for feedforward and recurrent neural networks,
Neural Computation 6(3),
469-490

Verikas, A. and Gelzinis, A. (2000): Training neural networks by stochastic
optimisation,
Neurocomputing 30, 153-172

Weigend, A.S., Rumelhart, D.E. and Huberman, B.A. (1991): Back-propagation,
weight-elimination and time series prediction. In Touretzki, D.S., Elman, J.L,
Sejnowski, T.J. and Hinton, G.E. (eds.): Connectionist models: Proceedings of the
1990 Summer School, pp. 105-116. Morgan Kaufmann Publishers, San Mateo [CA]

White, H. (1980): Using least squares to approximate unknown regression functions,
International Economic Review 21, 149-170

White, H. (1989): Some asymptotic results for learning in single hidden layer
feedforward networks,
Journal of the American Statistical Association 84, 1008-
1013

White, H. (1990): Connectionist nonparametric regression: Multilayer feedforward
networks can learn arbitrary mappings,
Neural Networks 3, 535-550

Wilson, A.G. (1967): A statistical theory of spatial distribution models, Transportation
Research
1, 253-269

Wilson, A.G. (1970): Entropy in urban and regional modelling. Pion, London

37



More intriguing information

1. The name is absent
2. Structural Conservation Practices in U.S. Corn Production: Evidence on Environmental Stewardship by Program Participants and Non-Participants
3. AN IMPROVED 2D OPTICAL FLOW SENSOR FOR MOTION SEGMENTATION
4. The constitution and evolution of the stars
5. Computing optimal sampling designs for two-stage studies
6. The name is absent
7. Announcement effects of convertible bond loans versus warrant-bond loans: An empirical analysis for the Dutch market
8. Ronald Patterson, Violinist; Brooks Smith, Pianist
9. Whatever happened to competition in space agency procurement? The case of NASA
10. Industrial districts, innovation and I-district effect: territory or industrial specialization?