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

Maria Meler-Kapcia

doi:10.2478/v10012-007-0089-7

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

Polish Maritime Research

Volume 15 (2008): Issue 3 (July 2008)

By: Maria Meler-Kapcia

Open Access

|Nov 2008

Abstract

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.

References

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.
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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, 2001.10.1016/S0957-4174(00)00064-6
Search in Google Scholar
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.
Search in Google Scholar
Lee D., Lee K. H.: An approach to case-based system for conceptual ship design assistent. Expert Systems with Applications, No. 2, Vol. 16, 1999.10.1016/S0957-4174(98)00064-5
Search in Google Scholar
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.
Search in Google Scholar
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.
Search in Google Scholar
Meler-Kapcia M., Zieliński S., Kowalski Z.: On application of some artificial intelligence methods in ship design. Polish Maritime Research, No.1, 2005.
Search in Google Scholar
Reich Y, Barai S. V.: A methodology for building neural networks models from empirical engineering data.Engineering Applications of Artificial Intelligence, Vol. 13, 2002.10.1016/S0952-1976(00)00053-1
Search in Google Scholar
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.
Search in Google Scholar