genetic algorithm and newton robson by using matlab

This paper presents a novel two-phase

hybrid optimization algorithm called Real Coded Genetic

Algorithm Initialized Newton Raphson (GAIN) method for

solving the transcendental nonlinear equations

characterizing harmonics in multilevel converters. The

proposed hybrid Real GAIN method is developed in such a

way that Real Coded Genetic Algorithm (RCGA) is the

primary optimizer exploiting its global search capabilities

by directing the search towards the optimal region, and

Newton Raphson method is then employed as a local

search method to fine tune the best solution provided by

RCGA in each evolution. The proposed method is

implemented for the offline computation of the optimum

switching angles in an 11-level inverter so that the required

fundamental voltage is produced while the low order

harmonics specifically the 5th, 7th, 11th and 13th harmonics

which are more harmful and more difficult to remove with

filters are eliminated. Computational and MATLAB

simulation results clearly demonstrate the effectiveness and

high spectral performance of the proposed algorithm

Kemahiran: Algoritma, Kejuruteraan Elektrik, Kejuruteraan, Matematik, Matlab and Mathematica

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Tentang Majikan:
( 1 ulasan ) Kuala Lumpur, Malaysia

ID Projek: #15802971

14 pekerja bebas membida secara purata RM490 untuk pekerjaan ini


Genetic algorithm/PSO/GWO/PCA expert using Matlab Relevant Skills and Experience Algorithm, Electrical Engineering, Engineering, Mathematics, Matlab and Mathematica Proposed Milestones RM500 MYR - 1

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Hi, I am a control engineering expert and have a good experience in simulation of power control systems. I am also a talented matlab coder. If you give me this project, you will get good result. Relevant Skills and Ex Lagi

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Hi I can help you in this project. I have good experience in matlab and simulink task. Kindly see my profile for my past project thanks. Relevant Skills and Experience Matlab/Simulink Proposed Milestones RM916 MYR - Lagi

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I'm Expert in MATLAB and communication. my PhD Thesis was on optimization problems. Relevant Skills and Experience MATLAB, CCE, Math Stay tuned, I'm still working on this proposal.

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