Reducing Interval-Valued Decision Trees to Conventional Ones: Comments on Decision Trees with Single and Multiple Interval-Valued Objectives

References

• Barker K, Rocco SCM (2011) Evaluating uncertainty in risk-based interdependency modeling with interval arithmetic. Econom. Syst. Res. 23(2):213–232.Crossref, Google Scholar
• Barker K, Wilson KJ (2012) Decision trees with single and multiple interval-valued objectives. Decision Anal. 9(4):348–358.Link, Google Scholar
• Hespos RF, Strassmann PA (1965) Stochastic decision trees for the analysis of investment decisions. Management Sci. 11(10):B-244–B-259.Link, Google Scholar
• Huntley NM, Troffaes CM (2012) Normal form backward induction for decision trees with coherent lower previsions. Ann. Oper. Res. 195(1):111–134.Crossref, Google Scholar
• Jaffray JY, Jeleva M (2007) Information processing under imprecise risk with the hurwicz criterion. 5th Internat. Sympos. Imprecise Prob.: Theories Appl. (Action M Agency, Prague, Czech Republic), 233–242.Google Scholar
• Jeantet G, Spanjaard O (2009) Optimizing the Hurwicz criterion in decision trees with imprecise probabilities. Rossi F, Tsoukias A, eds. Algorithmic Decision Theory, Lecture Notes in Artificial Intelligence, Vol. 5783 (Springer, Berlin), 340–352.Crossref, Google Scholar
• Karmakar S, Bhunia AK (2012) A comparative study of different order relations of intervals. Reliable Comput. 16:38–72.Google Scholar
• Keeney RL (2013) Foundations for group decision analysis. Decision Anal. 10(2):103–120.Link, Google Scholar
• Kikuti D, Cozman FG, Filho RS (2011) Sequential decision making with partially ordered preferences. Artificial Intelligence 175(7):1346–1365.Crossref, Google Scholar
• Lichtendahl KC Jr, Bodily SE (2012) Multiplicative utilities for health and consumption. Decision Anal. 9(4):314–328.Link, Google Scholar
• Magee JF (1964) Decision trees for decision making. Harvard Bus. Rev. 42(4):126–138.Google Scholar
• Moore RE (1966) Interval Analysis (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
• Quinlan JR (1990) Probabilistic decision trees. Kodratoff Y, Michalski RS, eds. Machine Learning: An Artificial Intelligence Approach, Vol. III (Morgan Kaufmann, San Francisco), 140–152.Crossref, Google Scholar
• Raiffa H (1968) Decision Analysis: Introductory Lectures on Choices Under Uncertainty (Addison-Wesley, Reading, MA).Google Scholar
• Salazar ADE (2008) On uncertainty and robustness in evolutionary optimization-based multi-criterion decision-making. Ph.D. thesis, Universidad de Las Palmas de Gran Canarias, Gran Canarias, Spain.Google Scholar
• Sengupta A, Pal TK (2000) On comparing interval numbers. Eur. J. Oper. Res. 127(1):28–43.Crossref, Google Scholar
• Taleb NN (2007) Black swans and the domains of statistics. Amer. Statist. 61(3):198–200.Crossref, Google Scholar
• Wilson KJ, Barker K (2012) A simple interval-valued decision tree with application in maintenance decision making. Lim G, Herrmann JW, eds. Proc. 2012 Indust. Systems Engrg. Res. Conf. Expo (Institute of Industrial Engineers, Norcross, GA), Article 624.Google Scholar