Electrical Impedance Tomography based on Genetic Algorithm

01/14/2019
by   Mingyong Zhou, et al.
0

In this paper, we applies GA algorithm into Electrical Impedance Tomography (EIT) application. We first outline the EIT problem as an optimization problem and define a target optimization function. Then we show how the GA algorithm as an alternative searching algorithm can be used for solving EIT inverse problem. In this paper, we explore evolutionary methods such as GA algorithms combined with various regularization operators to solve EIT inverse computing problem. Key words: Electrical Impedance Tomography (EIT), GA, Tikhonov operator , Mumford-Shah operator, Particle Swarm Optimization(PSO), Back Propagation(BP).

READ FULL TEXT
04/10/2015

Study of Some Recent Crossovers Effects on Speed and Accuracy of Genetic Algorithm, Using Symmetric Travelling Salesman Problem

The Travelling Salesman Problem (TSP) is one of the most famous optimiza...
07/20/2014

A Comparative Analysis for Determining the Optimal Path using PSO and GA

Significant research has been carried out recently to find the optimal p...
03/29/2021

Hybrid Evolutionary Optimization Approach for Oilfield Well Control Optimization

Oilfield production optimization is challenging due to subsurface model ...
12/19/2013

Flower Pollination Algorithm for Global Optimization

Flower pollination is an intriguing process in the natural world. Its ev...
08/23/2020

Compact 200 line MATLAB code for inverse design in photonics by topology optimization: tutorial

We provide a compact 200 line MATLAB code demonstrating how topology opt...
09/10/2014

An improved genetic algorithm with a local optimization strategy and an extra mutation level for solving traveling salesman problem

The Traveling salesman problem (TSP) is proved to be NP-complete in most...