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CORR
2010
Springer
106views Education» more  CORR 2010»
13 years 5 months ago
MDPs with Unawareness
Markov decision processes (MDPs) are widely used for modeling decision-making problems in robotics, automated control, and economics. Traditional MDPs assume that the decision mak...
Joseph Y. Halpern, Nan Rong, Ashutosh Saxena
CEC
2010
IEEE
13 years 6 months ago
Many-objective Distinct Candidates Optimization using Differential Evolution on centrifugal pump design problems
Many-objective problems are difficult to solve using conventional multi-objective evolutionary algorithms (MOEAs) as these algorithms rely primarily on Pareto ranking to guide the ...
Peter Dueholm Justesen, Rasmus K. Ursem
FLAIRS
2000
13 years 6 months ago
A Deterministic Algorithm for Solving Imprecise Decision Problems
Today there are numerous tools for decision analysis, suitable both for human and artificial decision makers. Most of these tools require the decision maker to provide precise num...
Håkan L. S. Younes, Love Ekenberg
IFIP12
2004
13 years 6 months ago
An Interactive Multicriteria Optimisation Approach to Scheduling
Scheduling problems overall assume that it is possible to identify stable criteria definitions measuring the quality of alternatives. In real world problems however, this does not ...
Martin Josef Geiger, Sanja Petrovic
EUSFLAT
2007
121views Fuzzy Logic» more  EUSFLAT 2007»
13 years 6 months ago
Modeling the Context in Multi-Criteria Decision Analysis
In Multiple Criteria Decision Analysis, the preferences of the decision maker regarding each criterion are classically modelled by a utility function depending on one single varia...
Christophe Labreuche
EWRL
2008
13 years 6 months ago
Markov Decision Processes with Arbitrary Reward Processes
Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
AAAI
2008
13 years 7 months ago
Strategyproof Classification under Constant Hypotheses: A Tale of Two Functions
We consider the following setting: a decision maker must make a decision based on reported data points with binary labels. Subsets of data points are controlled by different selfi...
Reshef Meir, Ariel D. Procaccia, Jeffrey S. Rosens...
JSAI
2001
Springer
13 years 9 months ago
Optimistic Priority Weights with an Interval Comparison Matrix
: AHP is proposed to give the importance grade with respect to many items. The comparison value that is the element of a comparison matirx is used to be crisp, however, it is easy ...
Tomoe Entani, Hidetomo Ichihashi, Hideo Tanaka
HICSS
2003
IEEE
141views Biometrics» more  HICSS 2003»
13 years 10 months ago
Developing a Value-Based Decision-Making Model for Inquiring Organizations
The effective management of knowledge is critical for organizations that are striving to gain or maintain a competitive advantage and that are in the process of re-structuring for...
Dianne Hall, Yi Guo, Robert A. Davis
PPSN
2004
Springer
13 years 10 months ago
Indicator-Based Selection in Multiobjective Search
Abstract. This paper discusses how preference information of the decision maker can in general be integrated into multiobjective search. The main idea is to first define the opti...
Eckart Zitzler, Simon Künzli