Title:

Design of problem specific evolutionary operators

Subtitle:

Raport Badawczy = Research Report ; RB/36/2007

Creator:

Nahorski, Zbigniew (1945– ) ; Stańczak, Jarosław

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2007

Description:

18 pages ; 21 cm ; Bibliography p. 16

Subject and Keywords:

Algorytm ewolucyjny ; Evolutionary algorithm ; Heuristic operators ; Metody heurystyczne

Abstract:

This paper describes some basic methods of specialized and heuristic genetic operators’ design and shows advantages of approach that uses specialized methods of solution encoding and heuristic operators that are exactly adjusted to considered problem. As a computational example a problem of determining the optimal control signal to estimate parameters of dynamic object is used.

Relation:

Raport Badawczy = Research Report

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2007-36

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open