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Volumn 62, Issue 11, 1996, Pages 1287-1295

Using genetic learning neural networks for spatial decision making in GIS

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; GIS; MULTICRITERIA EVALUATION; NEURAL NETWORK; OVERLAY; SUITABILITY ANALYSIS;

EID: 0030439083     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (78)

References (35)
  • 1
    • 0025453627 scopus 로고
    • Neural Network Approaches versus Statistical Methods in Classification of Multisource Remote Sensing Data
    • Benediktsson, J.A., P.H. Swain, and O.K. Ersoy, 1990. Neural Network Approaches versus Statistical Methods in Classification of Multisource Remote Sensing Data, IEEE Transactions on Geosciences and Remote Sensing. 28(4):540-551.
    • (1990) IEEE Transactions on Geosciences and Remote Sensing , vol.28 , Issue.4 , pp. 540-551
    • Benediktsson, J.A.1    Swain, P.H.2    Ersoy, O.K.3
  • 3
    • 0026268616 scopus 로고
    • Integrating Multi-Criteria Evaluation into Geographic Information Systems
    • Carver, S.J., 1991. Integrating Multi-Criteria Evaluation into Geographic Information Systems, International Journal of Geographical Information Systems, 5(3):321-339.
    • (1991) International Journal of Geographical Information Systems , vol.5 , Issue.3 , pp. 321-339
    • Carver, S.J.1
  • 6
    • 0027242791 scopus 로고
    • Backpropagation Neural Nets with One and Two Hidden Layers
    • De Villers, J., and E. Barnard, 1992. Backpropagation Neural Nets with One and Two Hidden Layers. IEEE Transactions on Neural Networks, 4(1):136-141.
    • (1992) IEEE Transactions on Neural Networks , vol.4 , Issue.1 , pp. 136-141
    • De Villers, J.1    Barnard, E.2
  • 7
    • 0026765693 scopus 로고
    • Genetic Reinforcement Learning for Neural Networks
    • Seattle
    • Dominic, S., R. Das, D. Whitley, and C. Anderson, 1991. Genetic Reinforcement Learning for Neural Networks, Proc. IJCNN'91, Seattle, 2:71-76.
    • (1991) Proc. IJCNN'91 , vol.2 , pp. 71-76
    • Dominic, S.1    Das, R.2    Whitley, D.3    Anderson, C.4
  • 9
    • 0028551283 scopus 로고
    • Artificial Neural Networks. A New Approach to Modeling Interregional Telecommunication Flows
    • Fischer, M.M., and S. Gopal, 1994. Artificial Neural Networks. A New Approach to Modeling Interregional Telecommunication Flows, Journal of Regional Science, 34(4):503-527.
    • (1994) Journal of Regional Science , vol.34 , Issue.4 , pp. 503-527
    • Fischer, M.M.1    Gopal, S.2
  • 12
    • 0021620687 scopus 로고
    • Use of Value Functions as a Possible Suitability Scaling Procedure in Automated Composite Mapping
    • Hepner, G.F., 1984. Use of Value Functions as a Possible Suitability Scaling Procedure in Automated Composite Mapping, Professional Geographer, 36(4):468-472.
    • (1984) Professional Geographer , vol.36 , Issue.4 , pp. 468-472
    • Hepner, G.F.1
  • 13
    • 0025573206 scopus 로고
    • Artificial Neural Network Classification Using a Minimal Training Set: Comparison to Conventional Supervised Classification
    • Hepner, G.F., T.Logan, N. Ritter, and N. Bryant, 1990. Artificial Neural Network Classification Using a Minimal Training Set: Comparison to Conventional Supervised Classification, Photogrammetric Engineering & Remote Sensing, 56(4):469-73.
    • (1990) Photogrammetric Engineering & Remote Sensing , vol.56 , Issue.4 , pp. 469-473
    • Hepner, G.F.1    Logan, T.2    Ritter, N.3    Bryant, N.4
  • 14
    • 0028862639 scopus 로고
    • Building an Exploratory Mulit-criteria Modeling Environment for Spatial Decision Support
    • Taylor & Francis
    • Heywood, I., J. Oliver, and S. Tomlinson, 1995. Building an Exploratory Mulit-criteria Modeling Environment for Spatial Decision Support, Innovations in GIS, Taylor & Francis, pp. 127-136.
    • (1995) Innovations in GIS , pp. 127-136
    • Heywood, I.1    Oliver, J.2    Tomlinson, S.3
  • 15
    • 0002071314 scopus 로고
    • The Problem of Extracting the Knowledge of Experts from the Perspective of Experimental Psychology
    • Hoffman, R.R., 1987. The Problem of Extracting the Knowledge of Experts From the Perspective of Experimental Psychology, AI Magazine, 8(2):53-67.
    • (1987) AI Magazine , vol.8 , Issue.2 , pp. 53-67
    • Hoffman, R.R.1
  • 19
    • 0028870816 scopus 로고
    • Integrating Geographical Information Systems and Multiple Criteria Decision-Making Methods
    • Jankowski, P., 1995. Integrating Geographical Information Systems and Multiple Criteria Decision-Making Methods, International Journal of Geographical Information Systems, 9(3):251-273.
    • (1995) International Journal of Geographical Information Systems , vol.9 , Issue.3 , pp. 251-273
    • Jankowski, P.1
  • 21
    • 0026624310 scopus 로고
    • Genetic Generation of Both the Weights and Architecture for a Neural Network
    • Seattle
    • Koza, J.R., and J.P. Rice, 1991. Genetic Generation of Both the Weights and Architecture for a Neural Network, IJCNN'91, Seattle, (2):397-404.
    • (1991) IJCNN'91 , Issue.2 , pp. 397-404
    • Koza, J.R.1    Rice, J.P.2
  • 22
    • 0343259366 scopus 로고
    • 3-Layer Neural Networks Are Universal Approximators for Functionals and for Control Strategies
    • Kreinovich, V., and O. Sirisaengtaskin, 1993. 3-Layer Neural Networks Are Universal Approximators for Functionals and for Control Strategies, Neural, Parallel & Scientific Computations, 1(3):325-346.
    • (1993) Neural, Parallel & Scientific Computations , vol.1 , Issue.3 , pp. 325-346
    • Kreinovich, V.1    Sirisaengtaskin, O.2
  • 23
    • 0002863886 scopus 로고
    • The Accuracy of Map Overlays
    • Macdougall, E B., 1975. The Accuracy of Map Overlays, Landscape Planning, 2:23-30.
    • (1975) Landscape Planning , vol.2 , pp. 23-30
    • Macdougall, E.B.1
  • 24
    • 84985773715 scopus 로고
    • Computerized Information Systems Supporting Multicriteria Decision Making
    • Minch, R.P., and G.L. Sanders, 1986. Computerized Information Systems Supporting Multicriteria Decision Making, Decision Science, 17(3):395-413.
    • (1986) Decision Science , vol.17 , Issue.3 , pp. 395-413
    • Minch, R.P.1    Sanders, G.L.2
  • 26
  • 27
    • 0028207766 scopus 로고
    • Theoretical Analysis of Evolutionary Algorithms with an Infinite Population Size in Continuous Space Part I: Basic Properties of Selection and Mutation
    • Qi, X., and F. Palmieri, 1994a. Theoretical Analysis of Evolutionary Algorithms With an Infinite Population Size in Continuous Space Part I: Basic Properties of Selection and Mutation. IEEE Transactions on Neural Network, 5(1):102-119.
    • (1994) IEEE Transactions on Neural Network , vol.5 , Issue.1 , pp. 102-119
    • Qi, X.1    Palmieri, F.2
  • 28
    • 0028319557 scopus 로고
    • Theoretical Analysis of Evolutionary Algorithms with an Infinite Population Size in Continuous Space Part II: Analysis of the Diversification Role of Crossover
    • _, 1994b. Theoretical Analysis of Evolutionary Algorithms With an Infinite Population Size in Continuous Space Part II: Analysis of the Diversification Role of Crossover, IEEE Transactions on Neural Network, 5(1):120-129.
    • (1994) IEEE Transactions on Neural Network , vol.5 , Issue.1 , pp. 120-129
  • 29
    • 0022471098 scopus 로고
    • Learning Representation by Back-propagation Errors
    • Rumelhart, D.E., and G.E. Hinton, 1986. Learning Representation by Back-propagation Errors, Nature, 323(6088):533-536.
    • (1986) Nature , vol.323 , Issue.6088 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2
  • 30
    • 0027796745 scopus 로고
    • Integrating Neural Networks with GIS for Spatial Decision Making
    • Sui, D.Z., 1993. Integrating Neural Networks with GIS for Spatial Decision Making, The Operational Geographer, 11(2):13-20.
    • (1993) The Operational Geographer , vol.11 , Issue.2 , pp. 13-20
    • Sui, D.Z.1
  • 31
    • 0028731186 scopus 로고
    • Recently Applications of Neural Networks for Spatial Data Handling
    • _, 1994. Recently Applications of Neural Networks for Spatial Data Handling, Canadian Journal of Remote Sensing, 20(4):368-379.
    • (1994) Canadian Journal of Remote Sensing , vol.20 , Issue.4 , pp. 368-379
  • 33
    • 0042113168 scopus 로고
    • Incorporating a Neural Network into GIS for Agricultural Land Suitability Analysis
    • Wang, F.J., 1992. Incorporating a Neural Network into GIS for Agricultural Land Suitability Analysis, GIS/LIS'92, (1):804-815.
    • (1992) GIS/LIS'92 , Issue.1 , pp. 804-815
    • Wang, F.J.1
  • 35
    • 0025477595 scopus 로고
    • Genetic Algorithms and Neural Networks: Optimizing Connections and Connectivity
    • Whitley, D., T. Starkweather, and C. Bogart, 1990. Genetic Algorithms and Neural Networks: Optimizing Connections and Connectivity, Parallel Computing, 14(3):347-361.
    • (1990) Parallel Computing , vol.14 , Issue.3 , pp. 347-361
    • Whitley, D.1    Starkweather, T.2    Bogart, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.