# Critical inclusion size in spring steel and genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4340

```@Article{Kovacic:2010:RMZ,
author =       "Miha Kovacic and Sandra Sencic",
title =        "Critical inclusion size in spring steel and genetic
programming",
journal =      "RMZ - Materials and Geoenvironment (RMZ -Materiali in
Geookolje)",
year =         "2010",
volume =       "57",
number =       "1",
pages =        "17--23",
note =         "Kriticna velikost vkljucka v vzmetnem jeklu in
genetsko programiranje",
keywords =     "genetic algorithms, genetic programming, spring steel,
inclusions, modeling",
ISSN =         "1408-7073",
URL =          "http://www.rmz-mg.com/letniki/rmz57/RMZ57_1.pdf",
size =         "7 pages",
language =     "English",
abstract =     "In the paper the genetic programming method was used
for critical inclusion size determination. At first the
mathematical model according to dynamically testing
results of the seven broken 51CrV4 springs has been
obtained and after the optimization with the model was
performed. For the modeling of the spring life the
inclusion size of the inclusion found at the breakage
surface and the distance of the inclusion from the
spring tensile surface were used. The results show that
the critical inclusion (the inclusion at the spring
tensile surface) size in our case is 0.14 mm. The
results of the proposed concept can be used in
practice.",
izvleceek =    "V elanku je bila za dolocevanje kriticne velikosti
vkljuka uporabljena metoda genetskega programiranja.
Najprej se je na podlagi eksperimentalnih podatkov
sedmih prelomljenih vzmeti iz 51CrV4 izdelal
matematicni model, ki se je kasneje uporabil za
optimizacijo. Za modeliranje trajnostne dobe vzmeti sta
se uporabila velikost vkljucka, najdenega na prelomu,
in njegova oddaljenost od natezne povrsine vzmeti.
Rezultati kazejo, da je kriticna velikost vkljucka (na
natezni strani vzmeti) v nasem primeru 0,14 mm.
Rezultate predlozenega koncepta lahko uporabimo v
praksi.",
notes =        "PERIODICAL FOR MINING, METALLURGY AND GEOLOGY",
}

```

Genetic Programming entries for Miha Kovacic Sandra Sencic

Citations