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Department of Economics and Business
Aarhus University
Bartholins Allé 10
DK-8000 Aarhus C
Denmark
Tel: +45 8716 5515
Heterogeneous Computing in Economics:
A Simplified Approach
Matt P. Dziubinski and Stefano Grassi
CREATES Research Paper 2012-15
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Inhaltsverzeichnis

Seite 1

Department of Economics and Business Aarhus University Bartholins Allé 10 DK-8000 Aarhus C Denmark Email: [email protected] Tel: +45 8716 5515

Seite 2 - NTRODUCTION

HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACH 9TABLE 6. Observed times (in seconds) for grid search al-gorithm, with a Howard step every

Seite 3

10 HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACHAt the moment there is still a drawback to using double precision com-putation. For the

Seite 4 - ISTING 1. CUDA sample

Research Papers 2012 2011-52: Lars Stentoft: What we can learn from pricing 139,879 Individual Stock Options 2011-53: Kim Christensen, Mark Podolsk

Seite 5 - ISTING 2. C++ AMP sample

HETEROGENEOUS COMPUTING IN ECONOMICS: ASIMPLIFIED APPROACHMATT P. DZIUBINSKI AND STEFANO GRASSICREATES, Department of Economics and Business, Aarhus U

Seite 6

2 HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACHparallel problems, such as graphical applications, video games, and im-age processing.2Th

Seite 7

HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACH 3compare the source codes given in Listing 1 (CUDA) and Listing 2 (C++AMP). In each listin

Seite 8

4 HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACH1 / / "A" and "B" a r e s q u a r e m a t r i c e s2 / / " s i z

Seite 9

HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACH 5the RBC model used in Aldrich et al. (2011). Section 4 reports some nu-merical results an

Seite 10 - ONCLUSION

6 HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACHwhere E0denotes the conditional expectation operator, β the discount fac-tor, and η risk

Seite 11 - EFERENCES

HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACH 7the second experiment we use the Howard improvement method and gridsearch; as pointed out

Seite 12 - Research Papers

8 HETEROGENEOUS COMPUTING IN ECONOMICS: A SIMPLIFIED APPROACHone is the tiling (blocking) optimization, as in the CUDA version, whichis more complex,

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