AI & Metaheuristic Optimization Methods in Engineering & Biomedical Application

The Journal of Advances in Applied & Computational Mathematics is proud to announce the publication of a special issue on "AI and Metaheuristic Optimization Methods in Engineering and Biomedical Application". This special issue, guest edited by Dr. Juan Gabriel Aviña Cervantes, showcases seven articles that focus on the use of metaheuristic optimization algorithms to solve complex non-linear systems in engineering and biomedical applications. The articles demonstrate the reliability and effectiveness of these optimization techniques in solving problems where classical optimization techniques fail due to the complexity of the systems. The special issue aims to promote the practical and theoretical application of metaheuristic optimization techniques to solve engineering and science problems, with a focus on biomedical applications.

Dimitrios Katsikis, Aliki D. Muradova, Georgios E. Stavroulakis
103-128
A Gentle Introduction to Physics-Informed Neural Networks, with Applications in Static Rod and Beam Problems
May 31, 2022
Tat'y Mwata-Velu, Jose Ruiz-Pinales, Juan Gabriel Avina-Cervantes, Jose Joel Gonzalez-Barbosa, Jose Luis Contreras-Hernandez
32-48
Empirical Mode Decomposition and a Bidirectional LSTM Architecture Used to Decode Individual Finger MI-EEG Signals
May 24, 2022
Shiyuan Yang, Jiapeng Wang , Hengfei Yang
86-102
Evidence Theory based Uncertainty Design Optimization for Planetary Gearbox in Wind Turbine
May 24, 2022
Thiago Carreta Moro, Fabio Roberto Chavarette, Roberto Outa, Igor Feliciano Merizio, Estevão Fuzaro Almeida
49-61
Detection, Location and Quantification of Structural Faults in a Two-Story Building Using the Artificial Immunological System
May 24, 2022
Juan Gabriel Aviña Cervantes
11-12
Editorial: Artificial Intelligence and Metaheuristic Optimization Methods in Engineering and Biomedical
May 24, 2022
Zitao Chen, Quanbin Deng, Kairui Chen
13-31
Adaptive Dynamic Programming and Its Application to Economic Dispatch in Microgrid: A Brief Overview
May 24, 2022
Chen Zhao, Robert Bober, Haipeng Tang, Jinshan Tang, Minghao Dong, Chaoyang Zhang, Zhuo He, Michele L. Esposito, Zhihui Xu, Weihua Zhou
76-85
Semantic Segmentation to Extract Coronary Arteries in Invasive Coronary Angiograms
May 24, 2022
Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Avina-Cervantes, Ivan Cruz-Aceves, Jose Ruiz-Pinales, Jose Luis Contreras-Hernandez
62-75
Attention Mechanisms Evaluated on Stenosis Detection using X-ray Angiography Images
May 24, 2022