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Fully Informed PSO Based on the standard velocity updates as given in equations (162) and (166), each particle s new position is in uenced by the particle itself (via its personal best position) and the best position in its neighborhood Kennedy and Mendes observed that human individuals are not in uenced by a single individual, but rather by a statistical summary of the state of their neighborhood [453] Based on this principle, the velocity equation is changed such that each particle is in uenced by the successes of all its neighbors, and not on the performance of only one individual The resulting PSO is referred to as the fully informed PSO (FIPS) Two models are suggested [453, 576]: Each particle in the neighborhood, Ni , of particle i is regarded equally The cognitive and social components are replaced with the term r(t)(ym (t) xi (t)) nNi m=1

(1651)

Use a flattened version of the side to create the rims and narrow rectangles to create the poles from one rim to the other Add fills or gradients

14

where nNi = |Ni |, Ni is the set of particles in the neighborhood of particle i as de ned in equation (168), and r(t) U (0, c1 + c2 )nx The velocity is then calculated as vi (t + 1) = vi (t) + r(t)(ym (t) xi (t)) nNi m=1

(1652)

16 Particle Swarm Optimization Although Kennedy and Mendes used constriction models of type 1 (refer to Section 1633), inertia or any of the other models may be used Using equation (1652), each particle is attracted towards the average behavior of its neighborhood Note that if Ni includes only particle i and its best neighbor, the velocity equation becomes equivalent to that of lbest PSO

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The development of intelligent edge-network devices (such as the server in the home media closet posited earlier) is enabling better performance by taking on a greater share of the processing burden, thereby relieving overworked traditional types of servers The way networks used to be built, you would have a central office with racks and racks of very expensive, very complex equipment From there would emanate a bunch of copper wires, and at the end, you would have a device with very few working parts, like a plain old telephone system (POTS) telephone

A weight is assigned to the contribution of each particle based on the performance of that particle The cognitive and social components are replaced by

Choose Insert Convert to Symbol Make it a graphic symbol named DrumHead Delete the two additional layers you made

nNi m pm (t) m=1 f (xm (t)) nNi m m=1 f (xm (t))

Many server networks do not address the real needs of content distribution over the Internet Latencies, buffering, poor performance, and other frustrating experiences cause viewers to stay away from watching poor video streaming transmissions After reviewing Inktomi s product line, I find that it has addressed many of the hurdles in this area, starting out with their product called Traffic Edge, which is a superintelligent content-aware edge server that caches and delivers all types of rich media and traditional media content from PowerPoint presentations to live streaming audio and video Traffic Edge servers and technology can:

(1653)

pm (t) =

Simultaneously distribute Web content, streaming media, and applications to thousands of employees and customers around the world Improve performance and reduce upstream bandwidth usage by storing frequently requested content at the edge of the network, physically closer to end users on the Internet infrastructure Reduce hardware expenses by caching static and all major streaming formats in one integrated edge device

From the Library, drag several instances of DrumSideView onto the Stage Use the Free Transform tool to resize and rotate them as desired Draw stands for the drums You can use rectangles and fill them with a gradient

(1654)

m pm (t) f (xm (t)) m f (xm (t))

However, there are companies, such as Inktomi, creating various network solutions to help overcome these challenges By providing an intelligent end-to-end solution for the distribution, delivery, and management of all Internet Protocol (IP) content throughout your network, the Inktomi Content Networking Platform (CNP) enables your network to overcome these problems

(1655)

You create the first complete drum Choose Insert Symbol Make it a button named DrumSideView Drag in DrumHead and use the Free Transform tool to turn it into an oval by dragging inward on the top or bottom handle Draw a rectangle to create the side of the drum You can make the top and bottom curves by using the Envelope option of the Free Transform tool

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