Preview

Comparative Study Of Decision Making Techniques For Multi-Attribute Decision Making Problems

Best Essays
Open Document
Open Document
3818 Words
Grammar
Grammar
Plagiarism
Plagiarism
Writing
Writing
Score
Score
Comparative Study Of Decision Making Techniques For Multi-Attribute Decision Making Problems
ISSN No. 0976-5697

Volume 5, No. 5, May-June 2014

International Journal of Advanced Research in Computer Science
REVIEW ARTILCE
Available Online at www.ijarcs.info

Comparative Study Of Decision Making Techniques For Multi-Attribute Decision
Making Problems
Tb. Ai Munandar

Azhari, SN

Information Tech. Faculty – Informatics Eng. Dept
Universitas Serang Raya (UNSERA)
Banten Province – INDONESIA

Faculty of Math. & Natural Sciences
Universitas Gajah Mada (UGM)
Yogyakarta - INDONESIA

Abstract: The selection of the method of decision-making in order to determine the expected outcomes of the solution of the case of multi attributes is difficult because faced with the problems associated with the subjectivity and inconsistency of the results of the calculation.
Therefore, scientists continue to develop a variety of approaches in order to produce the proper method with a minimal degree of subjectivity from the decision maker. This article discusses the literature review three methods of decision making by utilizing the weighting of the criteria in determining the outcome of the decision process. They are Analytical hierarchy process (AHP), TOPSIS and PROMETHEE. The discussion in this article is not intended to discredit one or several existing methods, however, because the presence of these three methods has provided significant benefits in the process of determining an alternative to the concept of decision support systems, and in certain cases subjectivity is required in the absence of mathematical procedures specific to describe human creative process in assessing something.
Keywords: decision-making, subjectivity, inconsistency, AHP, TOPSIS, PROMETHEE

I.

INTRODUCTION

The primary purpose of decision support systems are able to support and improve the decision making process to be performed by the decision makers, although in one hand, it is difficult to measure the outcomes of the decisions related to the quality and



References: Edition, Prentice Hall of India, New Delhi, 2007. Computers & Operations Research 31 (2004) 893–908. International Journal of Uncertainty,Fuzziness and KnowledgeBased Systems Vol. 14, No. 4 (2006), pp. 445−459 e Costa, Carlos A 187 (2008) 1422–1428, ELSEVIER Nan, Jiangxia and Maojun Zhang, "Extension of the TOPSIS for 11:5, 2014, pp. 1635 – 1645 Jahanshahloo, G.R., F and Computation, 2006, pp. 1544 – 1551. Science Ltd, 2004. 2, Issue : 6, 2013, pp. 27 – 34 Maadi, Mansoureh and Marzieh Soltanolkottabi, "Extention of Management, Vol. 6, No. 7, 2005, pp. 808 – 819 Zoran, Despodov., Mitic Sasa and Peltecki Dragi, "Application 19 (2011), pp. 93-99. Environment Advances in Biomedical Engineering, Vol.7, 2012. IOSR Journal of Engineering (IOSRJEN), Volume 2, Issue 10 (October 2012), pp 43-50. [17] Asadzadeh, Asad., Sujit Kumar Sikder, Farzin Mahmoudi and [21] Ishizaka, Alessio and Ashraf Labib, 2011, "Review of the main 3, No. 1, 2014. Systems With The Use Of A Hybrid IFS-TOPSIS Method", Journal of Intelligent Decision Technologies 7 (2013), pp developments in the Analytic Hierarchy Process", Expert Systems with Applications, 38(11), 14336-14345, 2011

You May Also Find These Documents Helpful

  • Good Essays

    Hrm 531 Week 4 Paper

    • 931 Words
    • 4 Pages

    In this paper, we will be looking at three different scenarios in order to understand and implement different decision models.…

    • 931 Words
    • 4 Pages
    Good Essays
  • Better Essays

    Although more than one method is used one or two of them will be more dominant.…

    • 781 Words
    • 4 Pages
    Better Essays
  • Better Essays

    Wgu Hr Task 2

    • 3261 Words
    • 14 Pages

    The decision-making process that was used to develop the decision alternatives listed above to resolve the whistle problem was the decision making model #3. During this decision process the following…

    • 3261 Words
    • 14 Pages
    Better Essays
  • Satisfactory Essays

    CanGo week 6

    • 337 Words
    • 2 Pages

    Weights are usually assigned to criteria based on the importance of the criteria to the decision maker, and criteria are rarely of equal importance to a decision maker. The synthesis of an alternative is mainly done on the basis of prioritized objectives. When a suitable process is decided and applied to a problem, rating of the alternatives can be converted into ranks, based basically on the preferences of a decision maker. Once the a list of key features is arrived at, they are ordered from most to least important.…

    • 337 Words
    • 2 Pages
    Satisfactory Essays
  • Better Essays

    only two solutions to a certain outcome towards that particular situation, but choose the option of…

    • 1200 Words
    • 5 Pages
    Better Essays
  • Good Essays

    Stand Online Store

    • 548 Words
    • 3 Pages

    The most suitable decision is that which is most profitable to the company. This profitability is given by…

    • 548 Words
    • 3 Pages
    Good Essays
  • Satisfactory Essays

    Detail research of the option available to take the decision and the outcomes of that decision is the seven-step decision-making model. After selecting the information that is analyze, decision makers will team up by presenting personal data about the information. Any decision making model used will start with analyzing the problem that makes a decision making process required. The Seven-Step Decision-Making Model promoted by Rick Roberts of the University of North Florida career services includes analyze the decision to be made, self-assessment, analyzing any options. It suggests having as much knowledge involving the decision as possible, so it points at more involvement for everyone in decision-making.…

    • 819 Words
    • 4 Pages
    Satisfactory Essays
  • Satisfactory Essays

    business and Admin

    • 512 Words
    • 8 Pages

    the choice of techniques will need to take account of a number of factors or elements;…

    • 512 Words
    • 8 Pages
    Satisfactory Essays
  • Good Essays

    In the process of decision making there are various processes that are followed by the decision makers and the stakeholders involved. In organizations, the management and the major stakeholders have the responsibility of decision making. Decisions made at an organizational level may have wide effects in the future. Therefore, it is always important for decision makers to ensure they take into consideration all the factors that may affect the decision making process (Ess, 2002). Having consultations from other professions in similar fields is one of the most fundamental principles that professionals use when caught between important decisions that have to be chosen.…

    • 881 Words
    • 4 Pages
    Good Essays
  • Good Essays

    The decision making process occurs daily throughout a person’s life without much forethought. Major decisions need a much more methodical approach to ensure that a problem or issue is addressed critically to achieve the best results while minimizing risk. To ensure that all aspects of the decision making process are addressed, the six stages of decision should be used which are identifying and diagnosing the problem, generating alternative solutions, evaluating alternatives, making the choice, implementing the decision, and evaluating the decision (Bateman, 2011). When all of these steps are applied correctly, the chances of obtaining favorable results are greatly increased.…

    • 391 Words
    • 2 Pages
    Good Essays
  • Satisfactory Essays

    2301 Final Psy

    • 373 Words
    • 2 Pages

    scientific method to evaluate competing ideas and to find the relationships of variables by collecting data.…

    • 373 Words
    • 2 Pages
    Satisfactory Essays
  • Good Essays

    It is pointed out that even though these two approaches are used interchangeably they are actually different in many ways. They are different in that they require different abilities, the motives behind them, how they are communicated and in the results they…

    • 1313 Words
    • 6 Pages
    Good Essays
  • Powerful Essays

    The decision-making process could break down into two separate stages-analysis and timing. Because of the high…

    • 3465 Words
    • 14 Pages
    Powerful Essays
  • Powerful Essays

    Decathlon China Draft

    • 3155 Words
    • 12 Pages

    The decision should be made based on objectives, background, SWOT analysis, market analysis and keys analysis.…

    • 3155 Words
    • 12 Pages
    Powerful Essays
  • Better Essays

    what caused the dust bowl

    • 3575 Words
    • 16 Pages

    must be solved before reliable data can be collected. One such problem presents itself when many variables…

    • 3575 Words
    • 16 Pages
    Better Essays