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The Development of Simulating Machine for the Projection of an Uncertain Future
We have been developing a new kind of software (eYosoku) for
the projection of an uncertain future. We start from the view point
that current economic theory and projection methods are based on the
implicit assumption of global stability. We discard this assumption and
develop a new kind of simulating machine hased on the assumption that
nothing is clear about the future. We employ IA (Intelligence Amplifier) method to develop this software .
Yasuhiro Murata
JEL: C53 ".'-'7-F: ;t,£�;::.<:: .1 v-:'.-'3 ;,- , riF.U'/7 r, ]Ju;IJJ{tfmj;IJ'A;, 'f;f;J,0)-ij-P-'.f-Ht; Keywords : economic simulation, projection software, forward reasoning method,
surrogate model
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:n�• L tc&rtf� C. &itrrM0 '¥$���""t' <b :& ;: C.�R-C#fco
�1§-li, fdtl!JM0&1tfr?P]ICJ..2'bLv>V2..:iv-?7 (e7?1ltl) �l!l'J�i:j:l--r·
;Ji):& 0 ;: 0) 'J 7 !- Ii, 2017 if1��1C li-!i!i!'.01!l'JrJEl''<b :& o
j!G��tfO)IClftLv>�f\;tciJ�, C.7 Lt::C.#;:::t, �kto1:9;om;��iJ>Lfc,
1f<9;DHU"JT :&�111' ?i n:::X.b. C. L -C0)7/7VY · V 7'-TL �F7l'l�T :&�IJIK
iJ�<b :& O)l''lit.i:v>fc-? 7 iJ•o
Adner R. and Levinthal D. [2004] W hat is not a real option: consider
ing boundaries for the application of real options to business strategy,
Academy of Management Review, Vo.29 No.l
Arrow K.J., Block H., Hurwicz L. [1959] On the Stability of Competitive
Equilibrium II", Econometrica, Vol.27, pp82-109
Arrow K.J. & Debreu G. [1954] "The Existence of an Equilibrium for a
Competitive Economy, Econometrica, Vol.XXII, pp265-290
Bernanke B. [2004] The Great Moderation, Presented at the Meeting of the
Eastern Economic Association, Feb.
Bernanke B. [2009] Commencement address, May 22
Bernstein S., Lebow R.,Stein J. and Webere S. [2000] God Gave Physics
the Easy Problems: Adapting Social Science to an Unpredictable World,
European Journal of International Relations, Vol.6(1), pp43-76, 2000
Blanchard 0. [2008] The State of Macro, NEER Working PapermNo.14259
Brynjolfsson E. and Mcafee A. [2014] The Second Machine Age, W .W.Norton
(W-if • -t:h :;...- f · '?�::..-' • .:r.1 Y�, ;ff#�rilR, B� BP, 2015 i:F)
-14-
Chris Giles [2017] Bank of England's Haldane admits crisis in economic fore
casting, FT, 2017.02.22
Cronin T.M. [1999] Principles of Paleoclirnatology, Columbia Univ. Press
David Paul [1985] Clio and the Economics of QWERTY, The American
Economic Review, Vol. 75, No. 2, (May, 1985), pp. 332-337
Debreu G. [1983] Mathematical Economics, Cambridge Univ. Press
Ekeland Ivar [2000], Le Meilleur Des Mandes Possibles, Editions du Seuil
(I. .:r. 7 7 :;...- r·, w��ti:l&�t!:IJ'\'.c>)�� Ji .;:,tp? �, i¥!-OnHilR, ;z;. T-filffi,
2009 i:F)
Faust J. and Leeper E [2015] . The Myth of N orrnal : The Bumpy Story ofln
flation and Monetary Policy, FRB Kansas,Jackson Hole Symposium,Aug.
2015
Gillian Tett [2013] An interview with Alan Greenspan, FT, Oct.25, 2013
Gorissen D., Coukuyt !.,Demeester P.,Dhaene T. [2010]A Surrogate Modeling
and Adaptive Sampling Toolbox for Computer Based Design, Journal of
Machine Learning Research, 11, 201-2055
Gordon Robert. [2012] Is U.S. Economic Growth Over? Faltering Innovation
Confronts the Six Headwinds , NEER Working Paper No. 18315
Gordon Robert. [2014] The Demise of U.S. Economic Growth: Restatement,
Rebuttal, and Reflections ,NBER Working Paper No. 19895
Haldane A., "The Dog and the Frisbee [2012] FRB Kansas City, Economic
Policy Symposium, Aug. 2012.
Ingrao B. and Israel G. [1990] The Invisible Hand: Economic Equilibrium
in the History of Science, MIT Press
Kaufman Stuart [1995] At Horne in the Universe, Oxford Univ. Press (:h ')
7 '?-:_,;' w El B*�{[j (: )f!i{{jc>)ill\lJ:fl�, *rR'm�r!MiilR, B:<$:�M'Wf00t±, 1999 i:F)
Kehoe T.J. [1985] Multiplicity of Equilibria and Comparative Statics ,Quar
terly Journal of Economics, Feb., pp119-147
Kirman A.P. [1992] Whom or What does the representative individual rep
resent?, Journal of Economic Perspectives, Vol.6. No.2
Lazear E. [2000] Economic Imperialism, Quarterly Journal of Economics
Vol.115, Issue 1, pp99-146, Feb.
'
Lewontin R. [1974] The Generic Basis of Evolutional Change, Columbia Uni
versity Press,
Nordhaus W.D. [2016] Why Growth will fall, New York Review of Books '
Aug.18
- 1 5 -
Prigogine Ilya [1997] The End of Certainty, Free Press (11)-\' • /') :::i":/':/,
rlit�11J:O)ff��J, �f*r. :§l=lilR, lj. 9-r, 1997 {f)
Popper Karl [1999] ,The Logic of Scientific Discovery, Routledge Classics
(;b-Jv · ;f,.1\-, rr,l']iPht�'f'.'iliJ, 1N'!f)lj(�, �w�ZilR, £�, 1999it')
Rizvi S. [2005] The Sonnenschein-Mantel-Debreu Results after thirty years,
History of Political Economy, 38, DOI 10.1215/00182702-2005-024
Scarf H. [1960] Some examples of Global Instability of the Competitive Equi
librium, International Economic Review, Vol.l, No.3, pp157-172
Scarf H. [1973], The Computation of Economic Equilibria, Yale Univ. Press
Schwartz B.,Ward A.,Monterosso J.,Lyubomirsky S. , White K. and Lehman
D. [2002] Maximizing versus Satisficing: Happiness is a matter of Choice
,Journal of Personality and Social Psycology, Vo.83, No.5,1178-1197
Shaven J.B., and Whalley J. [1992]Applying General Equilibrium, Cambridge
Univ. Press (V 3 ":! rf':/ J., ":! ;;t-1) - J. rJt)fl-lill'.J$J1firr:5:HJi .. J, 1J,:\fm
ilR, *1$*.!ff1l'WMIH±, 1993 if)
Simon H.A. The Sciences of the Artificial. MIT Press, Cambridge, Mass,
1969 (-tr1 -t':/ H.A. rv.A-Tl-<7)�4:'f'J, fl'.li'§WilR, ?"'17-t':/ r·, 1977 if)
Solow R. [2008] Comments, Journal of Economic Perspectives, Vol.22, No.l,
Winter
Vinge V. [1993] Singularity, Winter 1993 issue of Whole Earth Review
Waldrop Mitchell M. [ 1992] Complexity, Simon & Schuster, ( 9 -Jv I" P 'J /
M., rfl�UiJ, EE<ti=r�\ �Ll.JllJ)gfiEWt �i'IB:>cM!, 2000 if:)
jji;!Uj:\li- [1998], f�p>f1firr*O)tifCilt/J#J, JlE��·
lllM1ffllL :§l=l:II!l., =:if�, :fEifmi)}:ftit [2001J rv::-.L>.v71- -:lK{��itlc1'.i!10J:t
r!.ffifff!l.lJ JJX;w'.!it�rn
r!J::lt=�� [1963] rrg:'f'837HJfJ, £rElW'J;li
�;1jq![l� [1995] rlllill�#.1:W-t.n, £1El)CM!,
fl'.li;f{.i)�-�� [2013] r 1f-'f'1v0)'11:f# J, m.lw.tt±J�lH'l;WJiilJ
-16-