Andreou, Andreas S. and Zombanakis, George A. (2001): A Neural Network Measurement of Relative Military Security: The Case of Greece and Cyprus. Published in: Defence and Peace Economics , Vol. 12, No. 4 (2001): pp. 303-324.
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This paper aims at introducing a relative security measure, applicable to evaluating the impact of arms races on the military security of allies. This measure is based on demographic criteria, which play a dominant role in a number of arms races involving military alliances. The case of Greece and Cyprus, on one hand, and Turkey on the other, is the one to which our relative security measure is applied and tested. Artificial neural networks were trained to forecast the future behaviour of relative security. The high forecasting performance permitted the application of alternative scenarios for predicting the impact of the Greek - Turkish arms race on the relative security of the Greek - Cypriot alliance.
|Item Type:||MPRA Paper|
|Original Title:||A Neural Network Measurement of Relative Military Security: The Case of Greece and Cyprus|
|Keywords:||Arms Race, Neural Networks, Relative Military Security|
|Subjects:||C - Mathematical and Quantitative Methods > C4 - Econometric and Statistical Methods: Special Topics > C45 - Neural Networks and Related Topics
H - Public Economics > H5 - National Government Expenditures and Related Policies > H56 - National Security and War
|Depositing User:||GEORGE ZOMBANAKIS|
|Date Deposited:||09. Apr 2009 06:44|
|Last Modified:||18. Nov 2013 17:42|
Andreou, A.S. and Zombanakis, G.A. (2000) Financial Versus Human Resources in the Greek-Turkish Arms Race. A Forecasting Investigation Using Artificial Neural Networks. Defence and Peace Economics, 4, 403-426.
Ayanian R. (1994) The Real Exchange Rate Enigma: A Safe Haven Solution From the Cold War Era. Defence and Peace Economics 5, 51-65.
Azoff, E.M. (1994) Neural Network Time Series Forecasting of Financial Markets. John Wiley & Sons, N.Y.
Balfoussias, A. and Stavrinos, V. (1996) The Greek Military Sector and Macroeconomic Effects of Military Spending in Greece, in N.P. Gleditsch, O. Bjerkholt, A. Cappelen, R.P.Smith and J.P. Dunne (eds.) The Peace Dividend, North Holland.
Chiang, A. (1984) Fundamental Methods of Mathematical Economics. Mc Graw-Hill, Tokyo.
Gleditsch, N.P., Bjerkholt, O., Cappelen, A., Smith, R.P. and Dunne, J.P. (eds.) (1996) The Peace Dividend. North Holland.
Hartley, K. and Hooper, N. (1990) The Economics of Defense, Disarmament and Peace: An Annotated Bibliography. Aldershot & Brookfield, VT: Elgar.
Hartley, K. and Sandler, T. (1995) The Economics of Defence. Cambridge University Press, U.K.
Intriligator, M. (1982) Research on Conflict Theory. Journal of Conflict Resolution 26,19 307-327.
Isard, W. and Anderton, C.H. (1985) Arms Race Models: A Survey and Synthesis. Conflict Management and Peace Science 8, 27-98.
Isard, W. and Anderton, C.H. (1988) A Survey of Arms Race Models, in Isard W. (ed.) Arms Races, Arms Control and Conflict Analysis, Cambridge University Press, N.Y.
Kollias, C. (1997) Defence Spending and Growth in Turkey 1954-1993: A Causal Analysis. Defence and Peace Economics 8, 189-204.
Kollias, C. and Makrydakis, S. (1997) Is There A Greek-Turkish Arms Race? Evidence from Cointegration and Causality Tests. Defence and Peace Economics 8, 355-379.
Majeski, S.J. (1984) Arms Races as Iterated Prisoner’s Dilemma Games. Mathematical Social Sciences 7, 253-266.
Ozmucur, S. (1996) The Peace Dividend in Turkey, in N.P. Gleditsch, O. Bjerkholt, A. Cappelen, R.P. Smith and J.P. Dunne (eds.) The Peace Dividend. North Holland.
Refenes, A.N., Kollias, C. and Zarpanis, A. (1995) External Security Determinants of Greek Military Expenditure: An Empirical Investigation Using Neural Networks. Defence and Peace Economics 6, 27-41.
Richardson, L.F. (1960) Arms and Insecurity: A Mathematical Study of the Causes and Origins of War. Homewood, Pittsburgh, PA.
Rumelhart, D.E. and McLelland, J. (1986) Parallel Distributed Processing. Cambridge, MA, MIT Press.
Stavrinos, V.G. and Zombanakis, G.A. (1998) The Vicious Cycle of the Foreign Military Debt. European Research Studies 1(1), 5-26.
Wagner, R.H. (1983) The Theory of Games and the Problem of International Cooperation. American Political Science Review 77, 330-346.
Wolfson, M. (1985) Notes on Economic Warfare. Conflict Management and Peace Science 8, 1-20.