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No company wants its employees to spend their time at work surfing pornographic Web sites or wasting hours rambling in chat rooms. Yet, on the other side of the coin, examples that clearly demonstrate the benefits of allowing the workforce to collaborate socially through the Net and to use the Internet for valid research are often regarded as too anecdotal, too expensive, or too threatening to internal order, accountability, and efficiency. The exchange of organizational knowledge through personal interaction on the Net has not yet been widely embraced because decision makers claim to lack proof that it is cost-effective. We will provide evidence that it is, but the following examples from history suggest that organizational leaders must be patient in adapting to this new global medium. After all, our ancestors learned cooperatively through the glacially slow invention of progressively stronger media for thousands of years. Now that media are developing so much faster than before, it shouldn t surprise us that change is outpacing our ability to keep up and make the best use of the latest and greatest technologies. This struggle to keep up applies on both the individual and organizational levels.

Gross Loss 39.29% 3.56 21.72% 350.38% 280.02% 44.47% 350.38%

2.1 D dB 1.6 E 1.1 C A 0.6 0.1 0.15 0.2 0.25 SD of A 0.3 0.35 0.4 A: SD( ) = 5 , F = 0 B: SD( ) = 10 , F = 0 C: SD( ) = 5 , F = 2% D: SD( ) = 10 , F = 2% E: SD( ) = 10 , F = 4%

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The last personality with which the narcissist shares some resemblance is the sadistic. The passive exploitation of the narcissist is often mistaken for the active exploitation of the sadist. In the narcissist, however, exploitation is incidental to egocentricity. In contrast, the sadist dominates others self-consciously and deliberately constructs scenarios that demean others to force their inferior status to consciousness. The narcissist wants your worship; the sadist wants to inflict impotence on others. Further, whereas the sadistic personality is characteristically destructive and cruel and enjoys watching others suffer, narcissists become rageful only when their sense of specialness is compromised. Otherwise, narcissists are content to go forth with benign insouciance, surveying their dominion and soaking up tributes and comforts owed to them by lesser others. If Leonardo returns to Spain, he will do so with just this mentality.

organizational life. Nevertheless the meaning of ineffable and incommunicable subtleties should not be taken as mystic knowledge only because is dif cult to articulate in words. When Strati describes the workmen on the roof, he reports his observation as follows:

The rst three criteria are scale dependent; that is, they depend on the units of measurement There do exist many other stopping rules, some of which are scale-independent versions of the rst three criteria above The important point is that termination criteria must not be confused with convergence criteria Convergence criteria are used to decide whether a candidate point is a minimum For example, at a minimum, the gradient must be zero and the Hessian must be positive de nite A problem with many solvers is that they con ate convergence criteria and stopping rules (ie, they treat stopping rules as if they were convergence criteria) It is obvious, however, that while the stopping rules listed above are necessary conditions for a minimum, none or even all of them together constitutes a suf cient condition.

The process of encoding a bit into several chips is called spreading The spreading factor for this operation defines how many chips are used to encode a single bit The speed with which the chips are transferred over the UMTS air interface is called the chip rate and is 384 MChips/s independent of the spreading factor As the chip rate is constant, increasing the spreading factor for a user means that his data rate decreases Besides a higher robustness against errors there are a number of other advantages of a higher spreading factor: the longer the code, the more codes exist that are orthogonal to each other This means that more users can simultaneously use the transmission channel than compared to a system in which only shorter spreading factors are used As more users generate more noise, it is likely that the error rate increases at the receiver side.

Consider a minimum that occurs in a at region of the parameter space: Successive changes in the sum-of-squared residuals will be small at points that are far from the minimum Similarly, parameters may not be changing much in such a region In a at region of the parameter space, the gradient may be very close to zero, but given the inherent inaccuracy of niteprecision computation, there may be no practical difference between a gradient that is close to zero and one that is numerically equivalent to zero Finally, the user should be aware that different algorithms can differ markedly in the speed with which they approach a solution, especially in the nal iterations Algorithms such as the (modi ed) Newton Raphson that make full use of curvature information, converge very quickly In the nal iterations they exhibit quadratic convergence.

where f1 (which depends on w1 , w2 , w3 ) is unchanged by a ring in Tb and f2 (which depends on w4 , w5 ) is unchanged by a ring in Ta . Assume that this form exists and

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