Reconstruction, optimization, and design of heterogeneous materials and media: Basic principles, computational algorithms, and applications

M Sahimi, P Tahmasebi - Physics Reports, 2021 - Elsevier
Modeling of heterogeneous materials and media is a problem of fundamental importance to
a wide variety of phenomena with applications to many disciplines, ranging from condensed …

Evolutionary optimization as applied to inverse scattering problems

P Rocca, M Benedetti, M Donelli… - Inverse …, 2009 - iopscience.iop.org
This review is aimed at presenting an overview of evolutionary algorithms (EAs) as applied
to the solution of inverse scattering problems. The focus of this work is on the use of different …

Differential evolution as applied to electromagnetics

P Rocca, G Oliveri, A Massa - IEEE Antennas and Propagation …, 2011 - ieeexplore.ieee.org
In electromagnetics, optimization problems generally require high computational resources
and involve a large number of unknowns. They are usually characterized by non-convex …

Synthesis of unequally spaced antenna arrays by using differential evolution

C Lin, A Qing, Q Feng - IEEE Transactions on Antennas and …, 2010 - ieeexplore.ieee.org
Synthesis of unequally spaced linear antenna arrays is considered in this paper. A recently
developed new differential evolution algorithm is applied to solve the problem. Both position …

Enhanced supervised descent learning technique for electromagnetic inverse scattering problems by the deep convolutional neural networks

HM Yao, R Guo, M Li, L Jiang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This work proposes a novel deep learning (DL) framework to solve the electromagnetic
inverse scattering (EMIS) problems. The proposed framework integrates the complex-valued …

Multiple buried target reconstruction using a multiscale hybrid of diffraction tomography and CMA-ES optimization

M Hajebi, A Hoorfar - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
In this article, a hierarchical stochastic optimization algorithm for profiling of multiple high-
contrast buried objects in large investigation domains (IDs) is presented. As this problem is …

Study on joint inversion algorithm of acoustic and electromagnetic data in biomedical imaging

X Song, M Li, F Yang, S Xu… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
In this paper, we study a joint inversion algorithm to reconstruct acoustic and
electromagnetic (EM) data in biomedical imaging. This algorithm is based on contrast …

GPR imaging via qualitative and quantitative approaches

I Catapano, A Randazzo, E Slob… - … Engineering Applications of …, 2015 - Springer
Abstract Ground Penetrating Radar (GPR) is a non-destructive imaging system able to
provide high-resolution images of the subsurface. From a theoretical point of view, it requires …

A nested multi-scaling inexact-Newton iterative approach for microwave imaging

G Oliveri, L Lizzi, M Pastorino… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
A microwave imaging technique based on the integration of the Inexact-Newton method
within a multi-scaling strategy is proposed in the framework of the contrast field formulation …

Reconstruction of one-dimensional dielectric scatterers using differential evolution and particle swarm optimization

A Semnani, M Kamyab… - IEEE Geoscience and …, 2009 - ieeexplore.ieee.org
A comparison between differential evolution (DE) and particle swarm optimization (PSO) in
solving 1-D small-scale inverse scattering problems is presented. In this comparison, the …