@misc{Kacprzyk_Janusz_(1947–_)_Towards_2003, author={Kacprzyk, Janusz (1947– )}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Raport Badawczy = Research Report}, howpublished={online}, year={2003}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, 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.}, title={Towards perception-based fuzzy modeling: an extended multistage fuzzy control model and its use in sustainable regional development planning}, type={Text}, URL={http://www.rcin.org.pl/Content/101686/PDF/RB-2003-55.pdf}, 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}, }