OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE

<p align="justify">Optimization is something very useful for the process of planning in radiotherapy,which is to calculate and to achieve the best safe treatment for patient. In this research, an optimization program for mathematical function will be made using Common Lisp programmi...

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Main Author: FITRA PERDANA (NIM : 10211108), PRABA
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/23683
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:23683
spelling id-itb.:236832018-10-23T09:07:54ZOPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE FITRA PERDANA (NIM : 10211108), PRABA Indonesia Final Project INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/23683 <p align="justify">Optimization is something very useful for the process of planning in radiotherapy,which is to calculate and to achieve the best safe treatment for patient. In this research, an optimization program for mathematical function will be made using Common Lisp programming language and the program will be tested to see its feasibility for further development. Optimization technique used for this program is simulated annealing. The research was done by studying a certain optimization program using simulated annealing from reference which was made using MATLAB programming language. The program then translated into Common Lisp programming language and then tested into four testing method. From the tests, it was resulted that the slower the temperature variable rate as the program working, the better result in accuracy and precision will be obtained, then simulated annealing method was independent of the initial guess, mu inverse sampling algorithm was suitable to how simulated annealing works, and then finally the Common Lisp-made program performed better than MATLAB-made program. These results showed compatibility to the references.<p align="justify"> 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 <p align="justify">Optimization is something very useful for the process of planning in radiotherapy,which is to calculate and to achieve the best safe treatment for patient. In this research, an optimization program for mathematical function will be made using Common Lisp programming language and the program will be tested to see its feasibility for further development. Optimization technique used for this program is simulated annealing. The research was done by studying a certain optimization program using simulated annealing from reference which was made using MATLAB programming language. The program then translated into Common Lisp programming language and then tested into four testing method. From the tests, it was resulted that the slower the temperature variable rate as the program working, the better result in accuracy and precision will be obtained, then simulated annealing method was independent of the initial guess, mu inverse sampling algorithm was suitable to how simulated annealing works, and then finally the Common Lisp-made program performed better than MATLAB-made program. These results showed compatibility to the references.<p align="justify">
format Final Project
author FITRA PERDANA (NIM : 10211108), PRABA
spellingShingle FITRA PERDANA (NIM : 10211108), PRABA
OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
author_facet FITRA PERDANA (NIM : 10211108), PRABA
author_sort FITRA PERDANA (NIM : 10211108), PRABA
title OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
title_short OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
title_full OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
title_fullStr OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
title_full_unstemmed OPTIMIZATION OF MATHEMATICAL FUNCTION WITH SIMULATED ANNEALING METHOD USING COMMON LISP PROGRAMMING LANGUAGE
title_sort optimization of mathematical function with simulated annealing method using common lisp programming language
url https://digilib.itb.ac.id/gdl/view/23683
_version_ 1822920981285437440