Multiple Criteria Decision Analysis: State of the Art Surveys

نویسندگان

  • JOSÉ FIGUEIRA
  • SALVATORE GRECO
  • MATTHIAS EHRGOTT
  • José Figueira
  • Salvatore Greco
  • Matthias Ehrgott
  • Bernard Roy
  • Meltem Öztürk
  • Alexis Tsoukiàs
  • Philippe Vincke
  • Vincent Mousseau
  • Jean-Pierre Brans
  • Bertrand Mareschal
  • James S. Dyer
  • Yannis Siskos
  • Evangelos Grigoroudis
  • Nikolaos F. Matsatsinis
چکیده

The purpose of this introductory part is to present an overall view of what MCDAis today. In Section 1, I will attempt to bring answers to questions such as: whatis it reasonable to expect from MCDA? Why decision aiding is more often multi-criteria than monocriterion? What are the main limitations to objectivity? Section2 will be devoted to a presentation of the conceptual architecture that constitutesthe main keys for analyzing and structuring problem situations. Decision aidingcannot and must not be envisaged jointly with a hypothesis of perfect knowledge.Different ways for apprehending the various sources of imperfect knowledge willbe introduced in Section 3. A robustness analysis is necessary in most cases. Thecrucial question of how can we take into account all criteria comprehensively inorder to compare potential actions to one another will be tackled in Section 4. Inthis introductory part, I will only present a general framework for positioning themain operational approaches that exist today. In Section 5, I will discuss somemore philosophical aspects of MCDA. For providing some aid in a decision con-text, we have to choose among different paths which one seems to be the mostappropriate, or how to combine some of them: the path of realism which leadsto the quest for a discussion for discovering, the axiomatic path which is oftenassociated with the quest of norms for prescribing, or the path of constructivismwhich goes hand in hand with the quest of working hypothesis for recommending.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Identification and Prioritization of the State-of-the-Art Technologies in the Management of Iranian Public Libraries

Purpose: State-of-the-art technology refers to the best and latest technological advancement possible at a particular time. Today, public libraries play a key role in the various cultural and social spheres of society. Although various technologies can help to fulfill the basic roles of public libraries correctly and completely, their application in the context of these libraries undoubtedly fa...

متن کامل

INTUITIONISTIC FUZZY DIMENSIONAL ANALYSIS FOR MULTI-CRITERIA DECISION MAKING

Dimensional analysis, for multi-criteria decision making, is a mathematical method that includes diverse heterogeneous criteria into a single dimensionless index. Dimensional Analysis, in its current definition, presents the drawback to manipulate fuzzy information commonly presented in a multi-criteria decision making problem. To overcome such limitation, we propose two dimensional analysis ba...

متن کامل

Evaluation of recommender systems: A multi-criteria decision making approach

The evaluation and selection of recommender systems is a difficult decision making process. This difficulty is partially due to the large diversity of published evaluation criteria in addition to lack of standardized methods of evaluation. As such, a systematic methodology is needed that explicitly considers multiple, possibly conflicting metrics and assists decision makers to evaluate and find...

متن کامل

Multi-criteria Logistic Hub Location by Network Segmentation under Criteria Weights Uncertainty (RESEARCH NOTE)

Third party service providers are locating logistic hub for operating their tasks. Finding a proper location helps them to have better performance in competitive environment. Multiple characteristics of proper location selection faces the decision maker to have a multi criteria decision making problem. Since the location decision is a long term planning, the robustness of the decision is gettin...

متن کامل

Analysis of vegetation-based management scenarios using MCDM in the Ramian watershed, Golestan, Iran

This research has concentrated on the physical and socio-economic impacts of vegetation-based management scenarios targeting on flooding and soil erosion issues in the Ramian watersheds. The Ramian watershed with an approximate area of 24000 ha is located in Golestan, Iran. For each sub-watershed, four biological actions (activities) and 16 management scenarios have been considered. Physical im...

متن کامل

APPROXIMATE ALGORITHM FOR THE MULTI-DIMENSIONAL KNAPSACK PROBLEM BY USING MULTIPLE CRITERIA DECISION MAKING

In this paper, an interesting and easy method to solve the multi-dimensional  knapsack problem is presented. Although it belongs to the combinatorial optimization, but the proposed method belongs to the decision making field in mathematics. In order to, initially efficiency values for every item is calculated then items are ranked by using Multiple Criteria Decision Making (MCDA).  Finally, ite...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004