Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Design and Evaluation of a Heuristic Optimization Tool Based on Evolutionary Grammars Using PSoCs
Año:2019
Áreas de investigación
  • Tecnología electrónica y de las comunicaciones
Datos
Descripción
Currently, the evolutionary computing techniques are increasingly used in different fields, such as optimization, machine learning, and others. The starting point of the investigation is a set of optimization tools based on these techniques and one of them is called evolutionary grammar. It is an evolutionary technique derived from genetic algorithms and used to generate programs automatically in any type of language. The present work is focused on the design and evaluation of hardware acceleration technique through PSoC, for the execution of evolutionary grammar. For this, a ZYNQ development platform is used, in which the logical part is used to implement factory modules and independents hardware blocks made up of a soft-processor, memory BRAM, and a CORDIC module developed to perform arithmetic operations. The processing part is used for the execution of the algorithm. Throughout the development, the procedures and techniques used for hardware and software design are specified, and the viability of the implementation is analyzed considering the comparison of the algorithm execution times in Java versus the execution times in Hardware.
Internacional
Si
Nombre congreso
Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE2019
Tipo de participación
960
Lugar del congreso
Rende, Italy
Revisores
Si
ISBN o ISSN
978-3-030-45015-1
DOI
10.1007/978-3-030-45016-8
Fecha inicio congreso
18/09/2019
Fecha fin congreso
20/09/2019
Desde la página
100
Hasta la página
112
Título de las actas
Artificial Life and Evolutionary Computation 14th Italian Workshop, WIVACE 2019, Rende, Italy, September 18?20, 2019, Revised Selected Papers
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Bernardo Vallejo Mancero (Universidad Politécnica de Madrid)
  • Autor: Mireya Zapata (Universidad Indoamérica, Ecuador)
  • Autor: Liliana Topón-Visarrea (Universidad Indoamérica, Ecuador)
  • Autor: Pedro Jose Malagon Marzo (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Laboratorio de Sistemas Integrados (LSI)
  • Departamento: Ingeniería Electrónica
  • Centro o Instituto I+D+i: Centro de Investigación en Simulación Computacional
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