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
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;
Conference_Titel :
Information & Communication Technology Electronics & Microelectronics (MIPRO), 2013 36th International Convention on
Conference_Location :
Opatija
Print_ISBN :
978-953-233-076-2