Title:

Towards perception-based fuzzy modeling: an extended multistage fuzzy control model and its use in sustainable regional development planning

Subtitle:

Raport Badawczy = Research Report ; RB/55/2003

Creator:

Kacprzyk, Janusz (1947– )

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2003

Description:

16 pages ; 21 cm ; Bibliography p. 15-16

Subject and Keywords:

Computing with words ; Fuzzy dynamic programming ; Rozmyte programowanie dynamiczne ; Multistage decision making (control) under fuzziness ; Perceptions ; Socio-economic planning ; Regional development ; Wieloetapowy proces decyzyjny ; Planowanie społeczno-ekonomiczne ; Rozwój regionalny

Abstract:

The paper shows how the basic Bellman and Zadeh’s (1970) model of multi­stage decision making (control) in a fuzzy environment can be extended to account for human perceptions concerning its basic elements, i.e. the fuzzy constraints and fuzzy goals, by introducing objective (related more to measurements) and subjective (related more to perceptions) fuzzy con­straints and fuzzy goals. To illustrate the extended, perception based model, a fuzzy socioeconomic sustainable regional development model is presented, initiated by Kacprzyk and Straszak (1984), and further developed by Kacprzyk (1997), Kacprzyk, Romero and Gomide (1999), etc. The model may be viewed as an example of how fuzzy logic, or - more generally - the computing with words paradigm, can help devise new more human consistent, perception based models.

Relation:

Raport Badawczy = Research Report

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2003-55

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