DocumentCode
632862
Title
Algorithms for computational procedure acceleration for systems differential equations in matlab
Author
Nenov, H.B. ; Dimitrov, B. Hr ; Marinov, A.S.
Author_Institution
Comput. Sci. & Eng, Tech. Univ. - Varna, Varna, Bulgaria
fYear
2013
fDate
20-24 May 2013
Firstpage
238
Lastpage
242
Abstract
Most engineers use computational environments from the MATLAB family as a favorite tool for solving problems. The combination of being relatively easy to use and its might of calculations make it so attractive. A significant problem in solving more complex tasks is the time needed for obtaining results. Different approaches are used in order to reduce it to an acceptable range of values - distributed systems, multiprocessor systems and others. In this paper we are discussing other useful approaches for solving the above-mentioned problem. The optimization of the MATLAB code in terms of effectively allocating memory, vectorization, parallelism and using a Graphical processor unit for calculations improve the solving process and dramatically decrease processing time. Thus, the need of powerful computing infrastructures such as grid systems or superarchitectures is reduced.
Keywords
computational complexity; differential equations; graphics processing units; mathematics computing; problem solving; GPU; MATLAB family; computational procedure acceleration; differential equations; distributed systems; graphical processor unit; grid systems; memory allocation; multiprocessor systems; parallelism; solving problems; superarchitectures; vectorization; Arrays; Computational modeling; Graphics processing units; MATLAB; Optimization; Parallel processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information & Communication Technology Electronics & Microelectronics (MIPRO), 2013 36th International Convention on
Conference_Location
Opatija
Print_ISBN
978-953-233-076-2
Type
conf
Filename
6596259
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