Differential evolution and large-scale optimization applications

Abstract

Differential Evolution (DE) is one of the most popular, high-performance optimization algorithms with variants that have been outperforming others for years. As a result, DE has grown to accommodate wide usage for a variety of disciplines across scientific fields. Differential Evolution and Large-Scale Optimization Applications presents a research-based overview and cross-disciplinary applications of optimization algorithms. Emphasizing applications of Differential Evolution (DE) across sectors and laying the foundation for further use of DE algorithms in real-world settings, this video is an essential resource for researchers, engineers, and graduate-level students. Topics Covered : Algorithms, Optimization, Parallel Differential Evolution, Performance Improvement, Stochastic Methods, Tree Model Reconstruction.

Keywords

umetna inteligenca;diferencialna evolucija;optimizacijski algoritmi;differential Evolution;optimization;algorithms;stochastic methods;tree models;tree model reconstruction;

Data

Language:	English
Year of publishing:	2016
Typology:	2.18 - Scientific or Documentary Film, Sound or Video Recording
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	IGI Global
UDC:	004.89
COBISS:	19607062
ISBN:	978-1-5225-0729-1
Views:	913
Downloads:	175
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary keywords:	umetna inteligenca;diferencialna evolucija;optimizacijski algoritmi;
URN:	URN:SI:UM:
Type (COBISS):	Not categorized
DOI:	10.4018/978-1-5225-0729-1
ID:	11137951