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external XML le directly to the main data source, you could use rules for simple copying or write custom form code to orchestrate a complex copy scheme Copying data from a secondary data source to the main data source is generic functionality any adapter can potentially leverage Let s jump into an example that shows off the abilities of the XML le adapter First, we ll design a very simple form template that you ll ll out to create the external data source Starting with a new blank form, simply insert a Bulleted List control and save the template Fill out the form based on the template you just saved by adding the list items shown in Figure 64 Save this form to your desktop as Samplexml (This le is available with the samples for this chapter on the book s Web site A sample called BulletedListItems also was used to create this XML le)



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Finally, for a linear algorithm, a similar calculation shows that a 10-fold increase in input size results in a 10-fold increase in running time Again, this relationship has been confirmed experimentally Note, however, that for a linear program the term suflciently large means a somewhat higher input size than for the other programs The reason is that of the overhead of 0000003 sec is used in all cases For a linear program, this term is still significant for moderate input sizes The analysis used here does not work with logarithmic terms When an O(N log N ) algorithm is presented with 10 times as much input, the running time increases by a factor slightly larger than 10 Specifically, we have T(lOl\r) = c(lON)log(lON) When we expand, we obtain T(1ON) = lOcN log (ION) = lOcN log N + lOcN log 10 = 10T(N) + c'N Here c' = 10c log 10 As N gets very large, the ratio T(lON)IT(N) gets closer and closer to 10 because c'NlT(N) = (10 log 1O)Ilog N gets smaller and smaller with increasing N Consequently, if the algorithm is competitive with a linear algorithm for very large N, it is likely to remain competitive for slightly larger N Does all this mean that quadratic and cubic algorithms are useless The answer is no In some cases, the most efficient algorithms known are quadratic or cubic In others, the most efficient algorithm is even worse (exponential) Furthermore, when the amount of input is small, any algorithm will do Frequently the algorithms that are not asymptotically efficient are nonetheless easy to program For small inputs, that is the way to go Finally, a good way to test a complex linear algorithm is to compare its output with an exhaustive search algorithm In Section 68 we discuss some other limitations of the Big-Oh model.





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If the size of the input increases by a factor of f, the running time of a linear program also increases by a factor of f It is the preferred running time for an algorithm

Figure 64: Data to fill into a form and save to Samplexml, to be read later by using an XML file adapter

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The list of typical growth rate functions includes several entries containing the logarithm A logarithm is the exponent that indicates the power to which a number (the base) is raised to produce a given number In this section we look in more detail at the mathematics behind the logarithm In Section 66 we show its use in a simple algorithm We begin with the formal definition and then follow with more intuitive viewpoints

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Now let s design another new blank form template, but this time the template will be used to read the data we saved in the previous example Instead of inserting controls, go to the Data Connections item on the Tools menu Click the Add button on the Data Connections dialog and then select the Receive data with an XML document option for the source of your data When prompted for the le location, as shown in Figure 65, point to the Samplexml le you previously saved on the desktop The Resource Files button is used to select an XML le that is already included in the form template The next dialog (Figure 66), despite looking simple, has a pivotal effect on this connection s settings The rst option, Include the data as a resource le in the form template or template part, will pull in the XML data when you click the Next button and save it in a le that s kept with the form template The le would then be accessible through the Resource Files dialog (available

The logarithm of N(to the base 2) is the value Xsuch that 2 raised to the power of X equals N By default, the base of the logarithm is 2

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