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The particle swarm optimization (PSO) algorithm is a population-based search algorithm based on the simulation of the social behavior of birds within a flock. The initial intent of the particle swarm concept was to graphically simulate the graceful and unpredictable choreography of a bird flock [Kennedy and Eberhart 1995], the aim of discovering patterns that govern the ability of birds to fly synchronously, and to suddenly change direction with a regrouping in an optimal formation. Prom this initial objective, the concept evolved into a simple and efficient optimization algorithm. In PSO, individuals, referred to as particles, are "flown" through hyperdimensional search space. Changes to the position of particles within the search space are based on the social-psychological tendency of individuals to emulate the success of other individuals. The changes to a particle within the swarm are therefore influenced by the experience, or knowledge, of its neighbors. The search behavior of a particle is thus affected by that of other particles within the swarm (PSO is therefore a kind of symbiotic cooperative algorithm). The consequence of modeling this social behavior is that the search process is such that particles stochastically return toward previously successful regions in the search space. The operation of the PSO is based on the neighborhood principle as social network structure. Section 16.1 discusses the social interaction among neighbors. The PSO algorithm is discussed in detail in Section 16.2, while PSO system parameters are discussed in Section 16.3. Modifications to standard PSO are given in Section 16.4, and a cooperative approach to PSO is discussed in Section 16.5. Section 16.6 relates PSO to EC and Section 16.7 overviews some applications of PSO.

Accessing Linux partitions from Windows is slightly trickier than the reverse because Windows does not provide any built-in support for any of the types of partitions used by Linux. However, a number of utilities and drivers are available for Windows systems that enable you to mount and access EXT2 or EXT3 filesystems under Windows. These range from commercial products to public domain and open source utilities: Explore2fs (http://uranus.it.swin.edu.au/~jn/linux/explore2fs.htm) EXT2 filesystem access from Windows 9x, NT, 2000, XP, and ME. EXT2 IFS (http://uranus.it.swin.edu.au/~jn/linux/ext2ifs.htm) Installable filesystem driver for EXT2 and EXT3 under Windows NT, 2000, and XP. Ext2fsnt (http://ashedel.chat.ru/ext2fsnt/) EXT2 access from Windows NT. This driver code has been incorporated in Paragon Software s Mount Everything utility. FSDEXT2 (www.yipton.demon.co.uk/content.html#FSDEXT2) Mounts EXT2 partitions on Windows 95, although read-only. (No longer under active development, but then neither is Windows 95.) Paragon Mount Everything (www.mount-everything.com/) Mounts EXT2 and EXT3 filesystems under Windows 9x, NT, 2000, and XP. Paragon Software Group s home page is at www.paragon-gmbh.com. We highly recommend Explore2fs as an open source solution and Paragon Software Group s Mount Everything as a commercial solution. Many people have reported success with the other packages listed in the previous list, but the authors have no direct experience with them.

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9:

Unfortunately, an important part of system administration is fixing problems, and the authors have all spent many hours fixing configuration problems for customers. This section explores what to do if you have trouble booting your system.

inaccessible to normal users, one makes it harder for them to automate the search for poor passwords, but one does not prevent it! It is still possible to guess passwords in exactly the same way as before, but it takes much longer. The NT password database is not in a readable format. Some people have claimed that this makes it more secure than the Unix password file. Since then tools have been written which rewrite the NT password file in Unix format with visible encrypted passwords. In other words, making it difficult for people to break in does not make it impossible. Clearly there is no need to give away information to potential intruders. Information should be available to everyone on a need-to-know basis, whether they be local users or people from outside the organization. But at the same time, obscurity is no real protection. Even the invisible man could get shot. Time spent securing systems is better than time spent obscuring them. Obscurity might attract more attention than we want and make the system as obscure to us as to a potential intruder. 9.6.2 Honey-pots and Sacrificial Lambs

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