Engineering applications of metaheuristics: an introduction

International Conference on Information Technologies in Business and Industry 2016

计算机科学;经济学;工业技术

Oliva, Diego^1,3,4 ; Hinojosa, Salvador^2,3 ; Demeshko, M.V.^4

Departamento de Ciencias Computacionales, Tecnológico de Monterrey, Campus Guadalajara, Av. Gral. Ramón Corona 2514, Zapopan, Jal, Mexico^1

Dpto. Ingeniería Del Software e Inteligencia Artificial, Facultad Informática, Universidad Complutense de Madrid, Madrid

28040, Spain^2

Departamento de Electrónica, Universidad de Guadalajara, CUCEI, Av. Revolución 1500, Guadalajara, Jal, Mexico^3

Tomsk Polytechnic University, Lenin Avenue 30, Tomsk, Russia^4

关键词: Complex problems;    Digital filter design;    Engineering applications;    Meta heuristic algorithm;    Meta heuristics;    Specific problems;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/803/1/012111/pdf
DOI  :  10.1088/1742-6596/803/1/012111

来源: IOP

【 摘 要 】

Metaheuristic algorithms are important tools that in recent years have been used extensively in several fields. In engineering, there is a big amount of problems that can be solved from an optimization point of view. This paper is an introduction of how metaheuristics can be used to solve complex problems of engineering. Their use produces accurate results in problems that are computationally expensive. Experimental results support the performance obtained by the selected algorithms in such specific problems as digital filter design, image processing and solar cells design.