Naslov
An Analysis of Recombination Techniques in Evolution Programs

Autori
Bogunović, Nikola ; Rolich, Tomislav

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
MIPRO 2000 Proceedings Volume 2 / Biljanović, Petar ; Skala, Karolj ; Ribarić, Slobodan ; Budin, Leo - Rijeka : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2000, 1-4

Skup
MIPRO 2000, Computers in Intelligent Systems

Mjesto i datum
Opatija, Hrvatska, 22.05.2000. - 26.05.2000

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
evolution programs ; genetic algorithms ; recombination

Sažetak
The existence of overly many parameters and choices in directing the optimization (search) process based on evolutionary algorithms require additional heuristics. These heuristics may be derived from focused experiments that reveal the impact of particular parameter on the efficiency of search for a global optimum. The paper concentrates on evolution strategies (ES), a subset of evolution programs developed as methods for numerical optimization, and in particular on multimembered (lambda+mu)-ES, where lambda individuals produce mu offspring. The paper analyzes the influence of various recombination techniques on the convergence rate of (lambda+mu)-ES. Experimental explorations of various recombination techniques are performed on the optimization task of nine standard, well-known objective functions of two variables.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA