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When forward chaining, one pathway that the expert system might take is the following sequence of rules: 1. R6 would infer the fact market is sideways from the initial fact S&P500 is little-changed . 2. R3 would infer stay-out from the fact market is sideways. Hence the expert system would recommend that the user stay out of the market (and stay in cash). Another possible pathway through the knowledge base, again via forward chaining, is ring the following sequence of rules: 1. R7 would infer the fact oil prices are high from the initial fact Increase in oil price = 25% 2. R8 would infer the fact that sector energy is strong from the fact oil prices are high. 3. R9 would infer the fact that sector transportation is weak from the fact oil prices are high. 4. R10 would infer buy in sector energy from the fact sector energy is strong. 5. R13 would infer short in sector transportation from the fact sector transportation is weak . 6. R11 would infer the recommendation buy ExxonMobil from the fact buy in sector energy. 7. R12 would infer the recommendation buy BP from the fact buy in sector energy. 8. R14 would infer the recommendation short United Airlines from the fact short in sector transportation. 9. R15 would infer the recommendation short American Airlines from the fact short in sector transportation. Under this chain of reasoning a total of nine rules are red, and the expert system makes not one, but four nal recommendations: (1) buy ExxonMobil, (2) buy BP, (3) short United Airlines, and (4) short American Airlines. These four recommendations are not con icting because it is possible for an investor to buy

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Genetic programming trees are often subject to a phenomenon known as bloat By necessity, GP uses variable length chromosomes to represent trees and, theoretically at least, these trees can have in nite depth However, in most applications a tree beyond a certain size is costly to process, unwieldy to interpret and often fails to generalize beyond the training set that it has been given The increase of a tree size beyond a required limit (known as bloat ) is a signi cant problem with GP, since the execution time for trees can increase very rapidly as they grow in depth.

ious items. Only through constant attention to disposition can one obtain the maximum return on obsolete inventory. Reserve recognition: Include an obsolescence review in the closing procedure. Obsolete inventory can be the great hidden secret of many warehouses, which no one wants to address. This attitude only lets the obsolescence problem build up over time until it periodically becomes a major issue. A good control is to include in the monthly closing procedure a requirement to evaluate the sufficiency of the obsolescence reserve. In order to provide sufficient time for this task, always schedule it a few days before the actual month-end close, so there is no excuse to ignore it on the grounds of having insufficient time or staff to allocate to the task.

Most Web pages are created in HyperText Markup Language ( HTML). This programming language really a series of tags that modify a text file is standardized by an organization known as the World Wide Web Consortium, or W3C (www.w3.org). Each new release of HTML incorporates an enhanced set of commands and features. The current version, HTML 4, is recognized by the majority of browsers in use today. Dreamweaver writes clear, easy-to-follow, real-world browser-compatible HTML 4 code whenever you insert or modify an element in the visual editor.

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