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Although I am going to show you the ins and outs of the Layers panel and how to add special effects and adjustment layers later in this chapter, I want to start by diving right in and showing you what it looks like when you have multiple layers in your document and how to work with those layers.

where b , = 8 " / 2 B 0 is the sextupole coefficient. Show that the associated contribution to the chromaticity is

The primary challenges of PCA-based imaging are that Vf may not be suf ciently characterized to enable principal component estimation, that the principal components (which may contain negative components) may not be easily measured with optical hardware, and that Vf may not be compact on a linear space. Confronted with these challenges, the system designer seeks to to minimize the cost of measurement within physical constraints while maximizing system performance. Typical physical constraints focus on the range and distribution of coef cients hij. With irradiance measurements, for example, one often requires 0 ! hij 1. On the other hand, designers may effectively achieve negative weights by double sampling and electronic processing as discussed in Section 9.3. Neifeld and colleagues describe and compare several linear projection strategies in addition to KL decomposition, including measurement matrices based on Hadamard and wavelet decompositions. They also discuss sampling based on independent component analysis (ICA). ICA uses linear sampling but applies nonlinear techniques in identifying data-dependent features. The sampling strategy outlined in Ref. 185 is a block-based dimension reducing approach, but the analysis in that paper and subsequent work (especially Ref. 185) applies as well to dimensionless design. Various alternative feature design strategies may be considered to match physical constraints. For example, Hamza and Brady [109] describe compressive spectroscopy based on nonnegative matrix factorization, which maintains nonnegativity in both measurement vectors and estimated signals. 7.5.3 Nonlinear Inference and Group Testing

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If things go terribly wrong, press Esc or click the Cancel button on the Options bar (the big X) to cancel out of the current type operation. When you select text by clicking its layer name in the Layers palette, the text appearance doesn t change on screen. If you use any other selection method, selected text appears highlighted, as is the convention. If the highlight gets in your way, press Ctrl+H to hide it. In Photoshop 6, this shortcut hides all onscreen helpers, including guides.

where c is a known M x 1 vector and a is a known real scalar. Verify that a stochastic-gradient algorithm for approximating the optimal solution w o is given by

As discussed in 1, the IEEE recognized that standards had to be developed in order for LAN devices from differing manufacturers to be able to communicate with one another. The IEEE 802 Overview and Architecture standard heading described how these devices are to be interconnected on both LANs and MANs. For the purposes of this chapter, the standards that will be primarily discussed as far as LAN networks go are: 802.2 Logical Link Control 802.3 CSMA/CD Access Method and Physical Layer Speci cations 802.5 Token Ring Access Method and Physical Layer Speci cations

The Federal Reserve imposes only initial margin requirements. However, the major stock exchanges require their members to hold minimum maintenance margin (the minimum margin required based on updated values). Maintenance margin is recalculated frequently to account for the updated market value of the positions securing the lending. These requirements establish only the lowest margin that members must require. Broker-dealers are free to require maintenance margin in excess of exchange minima. If the broker carrying the $2 million in common stocks required

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Along with the capability to download and install non-critical updates, the Windows Update Web site also includes the View installation history feature, as shown in the following figure.

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