Estimating Choice Probabilities in Multiattribute Decision Making
In: Journal of consumer research: JCR ; an interdisciplinary journal, Volume 8, Issue 1, p. 76
ISSN: 1537-5277
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In: Journal of consumer research: JCR ; an interdisciplinary journal, Volume 8, Issue 1, p. 76
ISSN: 1537-5277
In: Evaluation review: a journal of applied social research, Volume 10, Issue 5, p. 578-593
ISSN: 1552-3926
This article evaluates three general types of computer-assisted approaches to multicriteria decision problems in which the decision criteria are attributes as opposed to objectives. Several programs specifically designed for multiattribute problems are discussed, as well as spreadsheet and decision-tree software. The analysis centers on both the methodolog ical merits of the various approaches, as well as the concerns peculiar to the computer application.
In: Evaluation review: a journal of applied social research, Volume 10, Issue 5, p. 578-593
ISSN: 0193-841X, 0164-0259
Sustainable development is defined as development that meets the needs of the present generation, but does not compromise the satisfaction of future generations&rsquo ; needs. It emphasizes the concept of needs and constraints. Women&rsquo ; s lack of development is not the result of insufficient involvement in production, but the fact that much of the cost paid by women is ignored and they do not get the rewards and affirmations they deserve. There are also many other factors of uncertainty. Therefore, this study considers that grey multiattribute decision-making refers to when there are factors of uncertain or incomplete information in the process of decision-making, after obtaining the actual decision-making combination effect by calculating the effect of the combination of all possible decision-making elements to select a scheme according to the decision matrix. The research results show that a mixed economic system is the best scheme for women&rsquo ; s economic security. Developing a gender and sustainable environment can be optimized by actively creating new friendly workplace practices, including designing flexible working hours and working environments, promoting multiple vacation schemes, assisting employees in their career development, and providing family care and support services.
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In: Journal of multi-criteria decision analysis, Volume 24, Issue 3-4, p. 187-196
ISSN: 1099-1360
In: Advances in decision sciences, Volume 2015, p. 1-14
ISSN: 2090-3367
This paper proposes a new hybrid multiattribute decision making (MADM) model which deals with the interactions that usually exist between hostel attributes in the process of measuring the students' satisfaction towards a set of hostels and identifying the optimal strategies for enhancing their satisfaction. The model uses systematic random stratified sampling approach for data collection purpose as students dwelling in hostels are "naturally" clustered by block and gender, factor analysis for extracting large set of hostel attributes into fewer independent factors, λ-measure for characterizing the interactions shared by the attributes within each factor, Choquet integral for aggregating the interactive performance scores within each factor, Mikhailov's fuzzy analytical hierarchy process (MFAHP) for determining the weights of independent factors, and simple weighted average (SWA) operator to measure the overall satisfaction score of each hostel. A real evaluation involving fourteen Universiti Utara Malaysia (UUM) hostels was carried out in order to demonstrate the model's feasibility. The same evaluation was performed using an additive aggregation model in order to illustrate the effects of ignoring the interactions shared by attributes in hostel satisfaction analysis.
In: Decision sciences, Volume 14, Issue 2, p. 240-252
ISSN: 1540-5915
ABSTRACTThis paper describes the use of multiattribute decision making by the U.S. Coast Guard when choosing the most appropriate auxiliary device to use on an icebreaker. Five different missions of icebreakers are defined, and the objectives and attributes that describe the effectiveness of each auxiliary device in accomplishing these missions are established. For each geographical area of interest, the missions are weighted using the analytical hierarchy process. Also, group utilities are developed for attribute vectors in order to incorporate the judgments of different icebreaker operators.
In: Ecology and society: E&S ; a journal of integrative science for resilience and sustainability, Volume 25, Issue 2
ISSN: 1708-3087
In: Environmental management: an international journal for decision makers, scientists, and environmental auditors, Volume 31, Issue 5, p. 633-641
ISSN: 1432-1009
Many of the complex problems faced by decision makers involve uncertainty as well as multiple conflicting objectives. This book provides a complete understanding of the types of objective functions that should be used in multiattribute decision making. By using tools such as preference, value, and utility functions, readers will learn state-of-the-art methods to analyze prospects to guide decision making and will develop a process that guarantees a defensible analysis to rationalize choices. Summarizing and distilling classical techniques and providing extensive coverage of recent advances in the field, the author offers practical guidance on how to make good decisions in the face of uncertainty. This text will appeal to graduate students and practitioners alike in systems engineering, operations research, business, management, government, climate change, energy, and healthcare
In: Journal of multi-criteria decision analysis, Volume 16, Issue 3-4, p. 67-78
ISSN: 1099-1360
AbstractMany companies set multiple performance targets for their managers and reward them on meeting a threshold value for each target or goal. Examples of such incentive structures abide in the managerial literature and in organizational settings. We show that this incentive structure, while popular, has two main problems: (i) it can induce managers who try to maximize the probability of meeting their performance targets to make decisions that are not compatible with expected utility maximizing decisions, and (ii) it may lead to trade‐offs among the performance objectives that are inconsistent with the corporate value function. In this paper, we propose a method to remedy these two problems, while retaining a target‐based incentive scheme. We define a multiattribute target as a deterministic region in the space of multiattribute outcomes that has two properties: (1) the probability that the outcome of a multiattribute lottery lies within the target region is equal to the expected utility of the lottery, and (2) all outcomes within the target region are preferred to all outcomes outside it. These two properties lead to a new quantity; which we call the 'value aspiration equivalent' that leads managers who maximize the probability of meeting their targets to simultaneously maximize the expected utility, and it also induces trade‐offs that are consistent with the decision maker's value function. Copyright © 2009 John Wiley & Sons, Ltd.
In: IEEE transactions on engineering management: EM ; a publication of the IEEE Engineering Management Society, Volume 67, Issue 3, p. 855-868
In: European Journal of Cognitive Psychology, Volume 18, Issue 3, p. 437-453
In the present study it was shown that decision heuristics and confidence judgements play important roles in the building of preferences. Based on a dual-process account of thinking, the study compared people who did well versus poorly on a series of decision heuristics and overconfidence judgement tasks. The two groups were found to differ with regard to their information search behaviour in introduced multiattribute choice tasks. High performers on the judgemental tasks were less influenced in their decision processes by numerical information format (probabilities vs. frequencies) compared to low performers. They also looked at more attributes and spent more time on the multiattribute choice tasks. The results reveal that performance on decision heuristics and overconfidence tasks has a bearing both on heuristic and analytic processes in multiattribute decision making.
In: International series in modern applied mathematics and computer science v. 23
This volume is devoted to models and methods in multiple objectives decision making. The importance of the multiple dimensions of decision making was first recognised during the 1960s and since then progress has been made in that theoretical or application oriented contributions may now be categorized under two main headings:- Multiattribute Decision Making (MADM) which concerns the sorting, the ranking or the evaluation of objects of choice according to several criteria and Multiobjective Decision Making (MODM) which deals with the vector optimization in mathematical programming. The above are also presented in the context of various applications, namely banking, environment, health, manpower, media, portfolio and traffic control, resulting in a book for a wide variety of readers
In: Oxford Research Encyclopedia of Politics
"Behavioral Decision Theory" published on by Oxford University Press.