USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION

The differential equation is one of the branches in mathematics which is closely related to human life problems. Some problems that occur in our life can be modeled into differential equations as well as systems of differential equations. Therefore, solving a problem of differential equations is ver...

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Main Author: Fahmi Fikri, Fariz
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/44307
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:44307
spelling id-itb.:443072019-10-09T10:14:36ZUSE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION Fahmi Fikri, Fariz Indonesia Final Project differential equations, metaheuristic methods, Taylor Series, artificial bee colony algorithms, Lotka-Voltera, and SIR. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/44307 The differential equation is one of the branches in mathematics which is closely related to human life problems. Some problems that occur in our life can be modeled into differential equations as well as systems of differential equations. Therefore, solving a problem of differential equations is very important. Some differential equations are difficult to solve, so numerical methods are needed to solve that problems. Some numerical methods for solving differential equations that have been widely used are Euler Method, Heun Method, and others. While numerical method to solve system of differential equation which is often used that is ode45. However, some of these methods still have some restrictions that cause the method can not be used to solve more complex problems such as an evaluation interval that we can not change freely. New methods are needed to improve that problems. One of the method that can be used is the artificial bees colony algorithm. This algorithm is one of metaheuristic algorithm method, which can come out from local search space and do exploration in solution search space so that will get better solution than other method. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description The differential equation is one of the branches in mathematics which is closely related to human life problems. Some problems that occur in our life can be modeled into differential equations as well as systems of differential equations. Therefore, solving a problem of differential equations is very important. Some differential equations are difficult to solve, so numerical methods are needed to solve that problems. Some numerical methods for solving differential equations that have been widely used are Euler Method, Heun Method, and others. While numerical method to solve system of differential equation which is often used that is ode45. However, some of these methods still have some restrictions that cause the method can not be used to solve more complex problems such as an evaluation interval that we can not change freely. New methods are needed to improve that problems. One of the method that can be used is the artificial bees colony algorithm. This algorithm is one of metaheuristic algorithm method, which can come out from local search space and do exploration in solution search space so that will get better solution than other method.
format Final Project
author Fahmi Fikri, Fariz
spellingShingle Fahmi Fikri, Fariz
USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
author_facet Fahmi Fikri, Fariz
author_sort Fahmi Fikri, Fariz
title USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
title_short USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
title_full USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
title_fullStr USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
title_full_unstemmed USE OF ARTIFICIAL BEE COLONIES ALGORITHM AS NUMERICAL APPROXIMATION OF DIFFERENTIAL EQUATIONS SOLUTION
title_sort use of artificial bee colonies algorithm as numerical approximation of differential equations solution
url https://digilib.itb.ac.id/gdl/view/44307
_version_ 1821999121207132160