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Logical Decisions - Classweb

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of the hierarchy be made up of evaluation measures only. This<br />

means that at least one goal must be made up of only measures.<br />

Since goals may be "measurable" at different levels of the<br />

hierarchy, LDW lets you have both measures and goals as<br />

members of a higher level goal. In the truck example, the "choose<br />

the best truck" goal might have three members, a measure called<br />

Price, a goal called Quality and another goal called Features.<br />

Each goal in LDW has a name, which can be up to 255 characters,<br />

an optional ID number, optional comments, and a nominal utility<br />

that LDW may use in the preference assessment process described<br />

on page 9-31. Each goal also has a set of members, which can be<br />

either measures or other goals. The View::Goals Hierarchy option<br />

is described on page 6-5.<br />

Defining Measures<br />

Evaluation measures are the variables used to describe the<br />

alternatives. They quantify the lowest level goals in the goals<br />

hierarchy described on page 9-6. The measures completely<br />

describe the alternatives for ranking purposes.<br />

Measures must be quantitative or textual and specific enough to<br />

let you assign a number, text description or probability<br />

distribution for each alternative. Other than that, LDW puts few<br />

restrictions on the form a measure may take. Measures can be<br />

natural, such as the cost of a car, or constructed, such as a<br />

five-point scale that describes a car's luxuriousness. Each<br />

measure consists of units and a range from least preferred to most<br />

preferred. The units may be continuous, such as horsepower, or<br />

discrete, and there is no requirement that the ranges or units for<br />

the different measures be comparable.<br />

Measures whose desirability increases as the level increases (such<br />

as miles per gallon, where 30 MPG is preferred to 20 MPG) are<br />

called increasing. Measures where desirability decreases as the<br />

level increases (such as Cost, where $30,000 is less preferred than<br />

$20,000) are called decreasing. The most preferred level of a<br />

measure is the highest level for increasing measures and the<br />

lowest level for decreasing measures.<br />

An ideal alternative is one with the most preferred level on all of<br />

the evaluation measures.<br />

9-8 Section 9 -- In Depth

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