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1 Civil Systems Planning Benefit/Cost Analysis Scott Matthews Courses: 12-706 / 19-702/ 73-359 Lecture 11 - 10/5/2005
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12-706 and 73-3592 Admin Issues PS 3 returned on Monday Joe and Pauli will give feedback and answers Early Course Feedback Lecture
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3 Decision Trees Example with Treeplan
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12-706 and 73-3594 Risk Profiles Risk profile shows a distribution of possible payoffs associated with particular strategies. A strategy is what you plan to do going in to the decision. Holds your plans constant, allows chances to occur Only eliminate things YOU wouldn’t do, not things “they” might not do. Its not just finding the NPV of a branch.
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12-706 and 73-3595 Cumulative Risk Profiles Graphs of cumulative distributions Percent chance that “payoff is less than x”
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12-706 and 73-3596 Multi-objective Methods Multiobjective programming Mult. criteria decision making (MCDM) Is both an analytical philosophy and a set of specific analytical techniques Deals explicitly with multi-criteria DM Provides mechanism incorporating values Promotes inclusive DM processes Encourages interdisciplinary approaches
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12-706 and 73-3597 Decision Making Real decision making problems are MC in nature Most decisions require tradeoffs E.g. college-selection problem BCA does not handle MC decisions well It needs dollar values for everything Assumes all B/C quantifiable BCA still important : economic efficiency
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12-706 and 73-3598 MCDM Terminology Non-dominance (aka Pareto Optimal) Alternative is non-dominated if there is no other feasible alternative that would improve one criterion without making at least one other criterion worse Non-dominated set: set of all alternatives of non-dominance
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12-706 and 73-3599 Choosing a Car CarFuel Eff (mpg) Comfort Index Mercedes2510 Chevrolet283 Toyota356 Volvo309 Which non-dominated, dominated?
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12-706 and 73-35910 Conflicting Criteria Two criteria ‘conflict’ if the alternative which is best in one criteria is not the best in the other Do fuel eff and comfort conflict? Usual. Typically have lots of conflicts. Tradeoff: the amount of one criterion which must be given up to attain an increase of one unit in another criteria
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12-706 and 73-35911 Tradeoff of Car Problem Fuel Eff Comfort 10 5 0 2030 M V T C 1) What is tradeoff between Mercedes and Volvo? 2) What can we see graphically about dominated alternatives?
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12-706 and 73-35912 Tradeoff of Car Problem Fuel Eff Comfort 10 5 0 2030 M(25,10) V(30,9) T C 5 The slope of the line between M and V is -1/5, i.e., you must trade one unit less of comfort for 5 units more of fuel efficiency.
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12-706 and 73-35913 MCDM with Decision Trees Incorporate uncertainties as event nodes with branches across possibilities See summer job example in Chapter 4. Still need special (external) scales. And need to value/normalize them Typically give 100 to best, 0 to worst, find scale for everything between (job fun) Get both criteria on 0-100 scales! Also need WEIGHTS between 2 criteria (your preference, nobody else’s!) Weights - based on ratio best to worst on each scale
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