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The classical representation scheme for GAs is binary vectors of fixed length. In the case of an I-dimensional search space, each individual consists of / variables with each variable encoded as a bit string. If variables have binary values, the length of each chromosome is I bits. In the case of nominal-valued variables, each nominal value can be encoded as a D-dimensional bit vector, where 2D is the total number of discrete nominal values for that variable. Each .D-bit string represents a different nominal value. In the case of continuous-valued variables, each variable should be mapped to a D-dimensional bit vector, i.e. 0 : E -+ {0,1} D (9.1)

The biological analogy between computers and human immune systems has been used to inspire models for the detection of viruses, principally in insecure operating systems This was first discussed in 1994 by Kephart of IBM [147], and later expanded upon by Forrest et al [91, 249, 94, 92, 129, 128, 274, 127, 69, 93, 198, 68] The analogy between system administration and immunology was discussed independently by Burgess [34, 35] in the wider context of general system maintenance References [35, 331 also discuss how computer systems can be thought of as statistical mechanical systems, drawing on a wide body of knowledge from theoretical physics Interestingly, refs [35] and [249], which appeared slightly earlier, point out many of the same ideas independently, both speculating freely on the lessons learned from human immunology, though the latter authors do not seem to appreciate the wider validity of their work to system maintenance.

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To create a user, click the User section and then the New subsection. You are presented with a form to fill in to create a new user (see Figure 29-15).

Figure 29-15: Creating a new user We have added the user justin, with his full name, password, and alias information. Everything else in the entry is the default based on the questions asked during installation.

The idea of immunity requires a notion of convergence Convergence means that maintenance work (the counter force or antidote) tends to bring a host to a state of equilibrium, ie a stable state, which is the state we would actually like the system to be in The more maintenance which is performed, the closer we approach the ideal state of the system When the idea state is reached, maintenance work stops, or at least has no further effect The reason for calling this the immunity model is that this is precisely the way that biological maintenance works As long as there is damage or the system is threatened, a counter force is mobilized, followed by a garbage collection and a repair team There is a direct analogy between medicine and computer maintenance Computer maintenance is just somewhat simpler..

An email alias allows justin to receive mail using a different email address from the default. Some organizations use the default First.Lastname@domain.tld; with this in mind, SUSE can create this alias by default for you (if you wish). However, we have created another alias for the user justin, called jdavies, because this structure is also quite common. So the user justin can be contacted on justin@susebible.com, jdavies@wileybible.com, and justin.davies@susebible.com. A lot of email addresses for one person, but it does help when people need to guess your email address when they have lost your business card.

The range of the continuous space needs to be restricted to a finite range [ ,/ ]. Using standard binary decoding, each continuous variable Cn,i of chromosome Cn is encoded using a fixed length bit string. For example, if z G [z min ,zmax] needs to be converted to a 30-bit representation, the following conversion formula can be used:

As we have already mentioned in section 3.1, a network is a community of cooperating and competing players. A system administrator has to choose the players and assign them their roles on the basis of the job which is intended for the computer system. There are two

Caution It is helpful to create these kinds of aliases for your users, but it does have a downside. If spammers can guess your email address, you could end up with unwanted mail. Check with your company policy on email aliases before you roll this out into production.

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