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layer is the vector of output values. 4 Adapt the weights, starting from the output layer and moving backwards using the equation wi j (t + 1) = wi j (t) + pj opj where opj is the output of node j for pattern p and pj is de ned as: for the output layer: pj = copj (1 opj )(dpj opj ) for hidden layers: pj = copj (1 opj )

You can find example code used in the Dreamweaver 4 Bible in the Code folder of the CD-ROM. Also included and of particular note are the Dreamweaver Techniques from various chapters throughout the book. Each technique contains all the requisite example HTML files and graphics files within its own folder. You can easily view the files through Dreamweaver or your browser without transferring the files to your system. If you do wish to transfer the files, copy the entire folder over to your system.

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1 Graphs consist of nodes (vertices) connected by links (arcs). Many problems in computer science and bioinformatics can be converted into a graph form for search purposes. 2 Searching graphs can be through exhaustive or heuristic methods. Exhaustive methods typically use depth- rst or breadth- rst methods to search the tree systematically. Heuristic methods require some domain-speci c information, such as distance remaining estimates, to guide the search. 3 Hill-climbing is a popular heuristic method for a search. Simple hillclimbing takes the rst option that is better than where the search currently is, whereas steepest-ascent hill-climbing examines all child nodes rst before choosing the best path. 4 Hill-climbing does not guarantee to nd the optimal path. Branchand-bound methods, supplemented by pruning of redundant nodes and the distance remaining, do guarantee to nd the optimal path. 5 In all search cases, the complexity of the search increases as the number of nodes and links increases. This can be problematic for a number of bioinformatics problems requiring a search, such as accepting or generating strings of characters. 6 Finite-state automata are a method for dealing with regular grammars and the expressions generated by such grammars. They are ef cient but lack the power to deal with strings where there is some relationship between two or more symbols in strings. 7 Push-down automata can handle strings in which there is some relationship between two symbols but need some memory to work effectively. Some bioinformatics phenomena, such as looped RNA structures, require the power of a push-down automaton. Languages handled by push-down automata require context-free grammars for their generation. 8 Beyond context-free grammars lies increased complexity (linearbounded automata and Turing Machines). Problems can be classi ed

An in nite loop can occur when trying to return records with RSqlStatement::Next():

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Object buttons are GIF files, ideally sized at 18 pixels square. To make the object button, you can use any graphics-creation program that can save GIF files. If your button image file is not 18 pixels by 18 pixels, Dreamweaver resizes it to those dimensions. Your button can be as colorful as you want as long as it can still fit in an 18-pixel square.

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Medicines are subject to strict quality controls but there are few such controls over dietary supplements. There are a number of quality control concerns about dietary supplements as summarised below. Do they actually contain the ingredients that are listed on the packaging and that the consumer is entitled to expect In the case of natural extracts it may be unclear what the active ingredients are and, even where the active agents are known, different preparations may contain variable amounts of these. In 8, for example, it is noted that not only do many St John s wort preparations contain less than the advertised amount of hypericin but also that hypericin is probably not the active constituent. Do they contain the advertised amount of the ingredients Do they contain acceptable levels of potentially harmful contaminants Does the product disintegrate after ingestion so that it can be absorbed and utilised There is an independent testing organisation in the USA called ConsumerLab.com which has carried out very large numbers of product tests of dietary supplements. It tests various brands of supplements for identity, strength, purity and bio-availability. Further details of this testing, and sample results can be found on the ConsumerLab.com website

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