DocumentCode :
2295254
Title :
ACGHSIM: A Simulation Tool for Accelerated Conjugate Hessian Gradient Optimization Algorithm
Author :
Mousavi, Rouhollah ; Mohammadbagheri, Amin ; Moghaddam, Reyhaneh Kardehi
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Mashhad, Iran
fYear :
2011
fDate :
20-22 Sept. 2011
Firstpage :
181
Lastpage :
186
Abstract :
In this article a graphical user interface (GUI), "ACGHSIM" is developed for Simulation the accelerated conjugate Hessian optimization algorithm (ACGHES). ACGHSIM is provided for educational purpose to improve the understanding the convergence and acceleration of ACGHES algorithm in solving large-scale unconstrained optimization problems. ACGHSIM contains a library for 73 different test functions in optimization. The user has option to select one of these functions and simulate the ACGHES algorithm to calculate the minimum. Additionally the users are able to apply themselves initial points or use the suggested initial points by this application. In order to demonstrate the User Friendly features of ACGHSIM, some examples are given.
Keywords :
conjugate gradient methods; graphical user interfaces; human computer interaction; optimisation; problem solving; ACGHES; ACGHSIM; accelerated conjugate Hessian gradient algorithm; accelerated conjugate Hessian optimization algorithm; graphical user interface; problem solving; simulation tool; user friendly features; Acceleration; Approximation algorithms; Graphical user interfaces; MATLAB; Optimization; Software algorithms; Vectors; ACGHES Algorithm; GUI; MATLAB; Nonlinear Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence, Modelling and Simulation (CIMSiM), 2011 Third International Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4577-1797-0
Type :
conf
DOI :
10.1109/CIMSim.2011.39
Filename :
6076353
Link To Document :
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