TOWARDS FASTER PERFORMANCE OF PROMETHEE II IN A LOWER CLASS OF COMPLEXITY

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

NIKNAFS ARASH; MOGHADDAM CHARKARI NASROLLAH; NIKNAFS ALI AKBAR

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: International Journal of Information and Communication Technology Research Year:2010 | Volume:2 | Issue:4 Page(s): 9-18

Download Full-Text

View:

270

Download:

Cites:

Information Journal Paper

Title

TOWARDS FASTER PERFORMANCE OF PROMETHEE II IN A LOWER CLASS OF COMPLEXITY

Author(s)

NIKNAFS ARASH | MOGHADDAM CHARKARI NASROLLAH | NIKNAFS ALI AKBAR

Keywords

MULTI CRITERIA DECISION MAKING

PROMETHEE II

DECISION SUPPORT SYSTEMS

RECOMMENDER SYSTEMS

Abstract

PROMETHEE II is one of the most popular members of the well-known family of multi-criteria decision-making methods. One of the main concerns in developing PROMETHEE-based systems is the rapid growth of the response time as the number of alternatives (n) and criteria (k) grow. PROMETHEE II belongs to the computational complexity class of O (n2). In this paper, a simplified version of PROMETHEE II is proposed and a novel estimation of the simplified PROMETHEE II is introduced. This simplified version reproduces the results of the original method and requires fewer operations. The estimation belongs to the complexity class of O (n log n) and consequently has a shorter response time than that of the simplified version.The proposed simplification and estimation are tested and evaluated with real-world data. When compared to the original PROMETHEE II and even other similar MCDM methods, such as AHP, ELECTRA, and TOPSIS, the experiments reveal the satisfactory results with a considerably reduced computational complexity and response time.

Multimedia

No record.

Cites

No record.

References

No record.

Cite

APA: Copy

NIKNAFS, ARASH, MOGHADDAM CHARKARI, NASROLLAH, & NIKNAFS, ALI AKBAR. (2010). TOWARDS FASTER PERFORMANCE OF PROMETHEE II IN A LOWER CLASS OF COMPLEXITY. INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH, 2(4), 9-18. SID. https://sid.ir/paper/315115/en

Vancouver: Copy

NIKNAFS ARASH, MOGHADDAM CHARKARI NASROLLAH, NIKNAFS ALI AKBAR. TOWARDS FASTER PERFORMANCE OF PROMETHEE II IN A LOWER CLASS OF COMPLEXITY. INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH[Internet]. 2010;2(4):9-18. Available from: https://sid.ir/paper/315115/en

IEEE: Copy

ARASH NIKNAFS, NASROLLAH MOGHADDAM CHARKARI, and ALI AKBAR NIKNAFS, “TOWARDS FASTER PERFORMANCE OF PROMETHEE II IN A LOWER CLASS OF COMPLEXITY,” INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY RESEARCH, vol. 2, no. 4, pp. 9–18, 2010, [Online]. Available: https://sid.ir/paper/315115/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops