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Consider the performance consequences of your API design decisions Making a public type mutable may require a lot of needless defensive copying (Item 24) Similarly, using inheritance in a public class where composition would have been appropriate ties the class forever to its superclass, which can place artificial limits on the performance of the subclass (Item 14) As a final example, using an implementation type rather than an interface in an API ties you to a specific implementation, even though faster implementations may be written in the future (Item 34) The effects of API design on performance are very real Consider the getSize method in the javaawtComponent class The decision that this performance-critical method was to return a Dimension instance, coupled with the decision that Dimension instances are mutable, forces any implementation of this method to allocate a new Dimension instance on every invocation Even though, as of release 13, allocating small objects is relatively inexpensive, allocating millions of objects needlessly can do real harm to performance In this case, several alternatives existed Ideally, Dimension should have been immutable (Item 13); alternatively, the getSize method could have been replaced by two methods returning the individual primitive components of a Dimension object In fact, two such methods were added to the Component API in the 12 release for performance reasons Preexisting client code, however, still uses the getSize method and still suffers the performance consequences of the original API design decisions Luckily, it is generally the case that good API design is consistent with good performance It is a very bad idea to warp an API to achieve good performance The performance issue that caused you to warp the API may go away in a future release of the platform or other underlying software, but the warped API and the support headaches that it causes will be with you for life Once you've carefully designed your program and produced a clear, concise, and wellstructured implementation, then it may be time to consider optimization, assuming you're not already satisfied with the performance of the program Recall that Jackson's two rules of optimization were Don't do it, and (for experts only) Don't do it yet He could have added one more: Measure performance before and after each attempted optimization You may be surprised by what you find Often attempted optimizations have no measurable effect on performance; sometimes they make it worse The main reason is that it's difficult to guess where your program is spending its time The part of the program that you think is slow may not be at fault, in which case you'd be wasting your time trying to optimize it Common wisdom reveals that programs spend 80 percent of their time in 20 percent of their code Profiling tools can help you decide where to focus your optimization efforts Such tools give you run-time information such as roughly how much time each method is consuming and how many times it is invoked In addition to focusing your tuning efforts, this can alert you to the need for algorithmic changes If a quadratic ( or worse) algorithm lurks inside your program, no amount f tuning will fix the problem You must replace the algorithm with one that's more efficient The more code in the system, the more important it is to use a profiler It's like looking for a needle in a haystack: The bigger the haystack, the more useful it is to have a metal detector The Java 2 SDK comes with a simple profiler, and several more sophisticated profiling tools are available commercially.

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Your stack segment should be defined in your main program module External modules should have none they use the one defined by the programs that call them Recall that in real mode segmented model, there is only one stack in operation at any given time, and that the one you define in your program is used by everything running on your machine including the operating system while your program has control External modules may have a data segment If the external is to define a variable that is to be shared by the main program or by other externals, it obviously must have a data segment for that variable to reside in But less obviously, if the external is to share a variable with another external or with the main program, it must still define a data segment, even if that data segment is empty except for the external declaration If a segment (whether a code segment or a data segment) is to export anything, that segment must be declared public This is done with the PUBLIC keyword, which instructs the linker to make access to the segment possible from outside the module that contains the segment: SEGMENT data PUBLIC SEGMENT code PUBLIC This is easier to demonstrate than to explain Take a look at the following external module, which is a library containing all of the simple display control procedures introduced in EAT3ASM: ; ; ; ; ; ; ; ; ; ; ; ; ; Source name Compiled name Code model: Version Created date Last update Author Description : : : : : : : : VIDLIBASM VIDLIBOBJ Real mode segmented model 10 9/12/1999 9/12/1999 Jeff Duntemann A simple example of separately assembled module containing utility procedures for controlling the PC display Assembled using NASM 098 DOS programs can link to these routines by declaring them EXTERN and then linking the program OBJ to VIDLIBOBJ using a linker like ALINK ; Set 16 bit code generation.

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Linear filters have long been used for prediction, but a nonlinear neural network can do better [7] The program of Figure 6-11 feeds the delay-line activations x[k] to the hidden layer of a simple two-layer etwork (Section 6-12). C#.NET Using Barcode maker for VS . chaos generator -----display N1 .------- display 1 | display C8 | scale = 3 irule 1 | -Euler integration for McKay-Glass TMAX = 500 | DT = 004 | NN = TMAX/DT a = 02 | b = 01 | c = 10 | -- for Mackay-Glass tau = 25 -ARRAY DD[1000] | -- time-delay buffer sTRUE = 10 | - initialize time-delay buffer for i = 1 to 1000 | DD[i] = sTRUE | next ------------------------------.Related: Create Data Matrix .NET WinForms , UPC-E Printing Word , EAN 128 Generating .NET

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