Algorithm for searching out similar ships within expert system of computer aided preliminary design of ship power plant

• Autorzy: Meler-Kapcia M.
• Języki publikacji: EN

Abstrakty

EN

This paper presents an algorithm for searching out similar ships, implemented in a hybrid system for aiding preliminary design of ship power plant, based on new similarity functions as well as those adapted from literature sources. For searching out similar ships a multicriterial optimization method of weighed profits was applied.

Słowa kluczowe

EN

artificial intelligence; expert systems; similarity functions; CBR method; multicriterial optimization; optimization; ship design aiding

• Wydawca: Gdańsk University of Technology, Faculty of Ocean Engineering & Ship Technology
• Czasopismo: Polish Maritime Research
• Rocznik: 2008
• Tom: nr 3
• Strony: 92--96
• Opis fizyczny: Bibliogr.9 poz., rys., tab.

Twórcy

autor

Meler-Kapcia M.

• Faculty of Ocean Engineering and Ship Technology Gdansk University of Technology Narutowicza 11/12 80-952 Gdansk, POLAND,

Bibliografia

• 1. Kowalski Z., Meler-Kapcia M., Zieliński S.: A method for determining similarity of ships in the process of selecting automation systems for power systems (in Polish). Scientific Bulletins of Mechanical Faculty, Koszalin University of Technology, No. 27 (Zeszyty Naukowe Wydz, Mechanicznego Politechniki Koszalińskiej), Mielno 2000.
• 2. Kowalski Z., Arendt R., Meler-Kapcia M., Zieliński S.: An expert system for aided design of ship systems automation. Expert Systems with Applications, No. 3, Vol. 20, 2001.
• 3. Kowalski Z., Meler-Kapcia M., Zieliński: Choice of methods for calculation of similarity of ships in aiding ship power plant automation design (in Polish). Proc. of The Technical Scientific Conference „Automation 2000” (Materiały Konferencji Naukowo-Technicznej Automation 2002), PIAP, Warszawa 2002.
• 4. Lee D., Lee K. H.: An approach to case-based system for conceptual ship design assistent. Expert Systems with Applications, No. 2, Vol. 16, 1999.
• 5. Meler-Kapcia M, Zieliński S, Kowalski Z.: On application of the Case-Based Reasoning methods in ship automation design. Polish Maritime Research, No. 2, 2003.
• 6. Meler-Kapcia M., Zieliński S., Kowalski Z.: The aiding of ship power plant automation design by means of CBR method (in Polish). Proc. of The Technical Scientific Conference „Automation 2004” (Materiały Konferencji Naukowo- Technicznej Automation 2004), PIAP, Warszawa 2004.
• 7. Meler-Kapcia M., Zieliński S., Kowalski Z.: On application of some artificial intelligence methods in ship design. Polish Maritime Research, No.1, 2005.
• 8. Reich Y, Barai S. V.: A methodology for building neural networks models from empirical engineering data. Engineering Applications of Artificial Intelligence, Vol. 13, 2002.
• 9. Zbroja S.: Case-Based Reasoning in data and knowledge bases – selected aspects of formal case representation (in Polish). 2nd Domestic Conference on Computer Methods and Systems in Scientific Research and Engineering Design (II Krajowa Konferencja: Metody i systemy komputerowe w badaniach naukowych i projektowaniu inżynierskim). Kraków, October 1999.