Differential evolution and large-scale optimization applications

Povzetek

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.

Ključne besede

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

Podatki

Jezik:	Angleški jezik
Leto izida:	2016
Tipologija:	2.18 - Raziskovalni ali dokumentarni film, zvočni ali video posnetek
Organizacija:	UM FERI - Fakulteta za elektrotehniko, računalništvo in informatiko
Založnik:	IGI Global
UDK:	004.89
COBISS:	19607062
ISBN:	978-1-5225-0729-1
Št. ogledov:	913
Št. prenosov:	175
Ocena:	0 (0 glasov)
Metapodatki:

Ostali podatki

Sekundarni jezik:	Angleški jezik
Sekundarne ključne besede:	umetna inteligenca;diferencialna evolucija;optimizacijski algoritmi;
URN:	URN:SI:UM:
Vrsta dela (COBISS):	Delo ni kategorizirano
DOI:	10.4018/978-1-5225-0729-1
ID:	11137951