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3.6.3. Paradigms for coordination and cooperation Coordination is a process that arises within a system when given (either internal or external) resources are simultaneously required by several components of this system. In the case of a multi-robot system, there are two classic coordination issues to deal with: Temporal coordination: this can be achieved relying on robot synchronization. Several schemes to enable incremental negotiations related to possible time interval synchronization can be de ned and implemented. As a result, a group of robots acknowledge a common time interval in which the synchronization should occur. Temporal coordination can be necessary in a wide spectrum of applications. For instance, in the case of event monitoring, several synchronized perceptions of the event are required. Spatial coordination: the sharing of space between the different robots to ensure that each robot will be able to perform its plan safely and coherently with respect to the plans of the other robots. Interaction models can be considered in order to reason about the interaction requirements within the joint tasks. Afterwards, during plan execution, collision avoidance can be safely achieved by applying several algorithms on the planned trajectories of robots in a neighborhood. There are several explicit de nitions of cooperation in robotics literature. Cooperation is de ned as a joint collaborative behavior that is directed toward some goal in which there is a common interest or reward . Furthermore, in [178] a de nition for cooperative behavior can be found: given some task speci ed by a designer, a multiple-robot system displays cooperative behavior if, due to some underlying

( L (k sin )) 2 (

The CDF for the binomial distribution shown in Exhibit A4 is plotted in Exhibit A5 Recall that this is the distribution of the number of defaults in 100 loans, each with an 8% probability of defaulting Next, notice in Exhibit A5 that the median (the value for which the cumulative probability equals one-half) is not equal to 8, as one might expect, given an 8% default rate, but is approximately 72, indicating the distribution is not symmetric about the mean and thus is skewed (to the left) Also notice that by the time one gets to 16 defaults we have accumulated nearly 100% of the probability, or to put it differently, we would say there is almost 100% probability of experiencing 16 or fewer defaults Percentiles A percentile is directly related to the cumulative distribution function.

For example, if one refers to the 95th percentile, then this means.

The brain is an organ of relatively soft consistency contained in a rigid, compartmentalized, unyielding box which has a rough and irregular bottom. Sudden acceleration, deceleration or rotation certainly allow movement of the brain within the skull. If sudden and massive enough, such movement will cause tearing of nerve bres and petechial haemorrhages within the white matter, and contusions and lacerations of the cortex, especially over the base of the brain. If the trauma has been severe, the diffuse damage to the brain described above may cause generalized brain swelling, just like the swelling that occurs with injury to any other organ. The brain, however, is contained within a rigid box, unlike other organs of the body. Diffuse brain swelling may result in the brain becoming too large in volume for the space allocated to it. As discussed in 3 (p. 42), this may lead to tentorial herniation, midbrain compression, impaction of the lower medulla and cerebellar hemispheres in the foramen magnum, secondary brainstem pathology and death (Fig. 4.1). Severe rotational head injuries may cause primary brainstem injury, which may itself be fatal.

[27]

In the jargon of credit portfolio management, the measure of the amount of capital attributed to a transaction is commonly expressed in the form of a risk contribution measure. In this section, we look at some of the risk measures that have been proposed and are available in the credit portfolio models. As Chris Finger of the RiskMetrics Group points out, the rst step in selecting the best risk contribution measure is to decide which characteristics are desirable. Some desirable characteristics of an attribution scheme are summarized in Exhibit 8.6.

1

Mainly on movement (but also with sustained posture)

architecture in real life and in DYA For this, we owe thanks to Harold ten B hmer (Ohra), Jan Machiel Dalebout (DaimlerChrysler Services), Frans van Dijk (Zilveren Kruis), Stella van Dijk (Wehkamp), Frank Howldar (RVS Verzekeringen), Rob Jansen (Interpolis), Ad van Kelle (MCB International), Marten Kramer (AMEV Nederland), Ron Linssen (ABN AMRO Lease Holding), John Mulders (Belastingdienst Automatiseringscentrum), Walter Smit (SNS Reaal Verzekeringen), Johan Snijder (Buma/Stemra/Cedar), Kees Tuijnman (SNS Reaal Verzekeringen), Bert de Wals (Postbank), and Leo Wiegel (PCM) We are pleased to note that a number of the above-mentioned organizations have actually introduced DYA in their everyday practices In addition to this editorial board, we also benefited from the advice, mainly in the conceptual field, of the Committee of Recommendation The committee included Jan Hoogervorst (KLM), Vincent Rikkerink (Fortis Bank), Theo Thiadens (University of Twente), and Han Wagter (Kappa Holding) We are very grateful for their inspiration.

Fatboy was a tactic that Enron used to take advantage of anticipated differences between the CALPX market and CAISO s real-time market. Enron traders adopted

Everything in a Linux file system can be viewed as a file. This includes data files, directories, devices, named pipes, links, and other types of files. Associated with each file is a set of information that determines who can access the file and how they can access it. This chapter covers many commands for exploring and working with files.

differences will already have been built into the operating state of both main and backup PON facilities. As PONs begin to be more widely installed, not just for residences, but for small and then for larger businesses, one may expect the ITU and IEEE to turn their attention again to this question and work out further details.