All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

COMPARISON OF SELECTED OPTIMIZATION METHODS TESTED ON DISCRETE EVENT SIMULATION MODELS

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23210%2F18%3A43953879" target="_blank" >RIV/49777513:23210/18:43953879 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    COMPARISON OF SELECTED OPTIMIZATION METHODS TESTED ON DISCRETE EVENT SIMULATION MODELS

  • Original language description

    The paper deals with the comparison of selected optimization methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution, Evolution Strategy, and Self-Organizing Migrating Algorithm. The success of the optimization method is evaluated by various proposed evaluation criteria - the success of the method in finding the global optimum, the difference between the optimum and local extremes, the distances of quartiles of possible solutions, and the number of simulation experiments until the optimum is found. Some of the selected optimization methods are modified to improve their behaviour to find the global optimum. We test optimization methods on different discrete event simulation models. These models are focused on different problems in industrial engineering.

  • Czech name

  • Czech description

Classification

  • Type

    C - Chapter in a specialist book

  • CEP classification

  • OECD FORD branch

    20301 - Mechanical engineering

Result continuities

  • Project

    <a href="/en/project/LO1502" target="_blank" >LO1502: Development of Regional Technological Institute</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Book/collection name

    ADVANCED INDUSTRIAL ENGINEERING - Smart Manufacturing

  • ISBN

    978-83-947909-3-6

  • Number of pages of the result

    38

  • Pages from-to

    87-124

  • Number of pages of the book

    143

  • Publisher name

    Wydawnictwo Fundacji Centrum Nowych Technologii

  • Place of publication

    Bialsko-Biala

  • UT code for WoS chapter