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Figure 311: Data source details for the FlightType field bound to the option buttons in the airline form

1 / / Compute the Nth Fibonacci number 2 / / Bad algorithm 3 long fib( int n )

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if( n <= 1 ) return n ; else return fib( n - 1

Data Source Field and Group Propertie s http://schemasmicrosoftcom/of ce/infopath/2003/myXSD/200608-12T18:28:39 We ll talk more about namespaces in the data source

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(and their corresponding pre xes) later in this chapter Enough talk about XML Schemas Let s materialize these concepts by revealing the actual structure of the data Since you re already familiar with the airline form and its data source, its schema will be easier to understand Listing 31 shows the schema for the airline form template

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it takes nearly a minute to compute F40, an absurd amount of time considering that the basic calculation requires only 39 additions The underlying problem is that this recursive routine performs redun, ) dant calculations To compute fib (n) we recursively compute fib (n-1 When the recursive call returns, we compute fib (n- ) by using another 2 recursive call* But we have already computed fib ( n-2 ) in the process of 1 2 computing fib (n- ) , so the call to fib (n- ) is a wasted, redundant cal) culation In effect, we make two calls to fib (n-2 instead of only one Normally, making two function calls instead of one would only double the running time of a program However, here it is worse than that: Each call thus to f i b ( n - 1 ) a n d each call to fib(n-2)makes a call to fib(n-3); ) there are actually three calls to fib (n-3 In fact, it keeps getting worse: so Eachcall to fib(n-2)or fib(n-3)resultsin acall to fib(n-4), there 4 are five calls to fib (n- ) Thus we get a compounding effect: Each recursive call does more and more redundant work Let C ( N ) be the number of calls to fib made during the evaluation of fib (n) Clearly C 0 = C ( 1 ) = 1 call For N 2 2,we call fib (n) plus all () , the calls needed to evaluate fib ( n- 1) and fib ( n-2) recursively and independently Thus C ( N ) = C(N - 1) + C ( N - 2) + 1 By induction, we can easily verify that for N 2 3 the solution to this recurrence is C(N) = FN + F,,, _ - 1 Thus the number of recursive calls is larger than the Fibonacci F40 number we are trying to compute, and it is exponential For N = 40, = 102,334,155, and the total number of recursive calls is more than 300,000,000 wonder the program takes forever The explosive growth of No the number of recursive calls is illustrated in Figure 87.

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