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The Application of Evolutionary Computation in Evacuation Planning

The Application of Evolutionary Computation in Evacuation Pl...

引用

International Conference on Intelligent Transportation

作者： R. Muhdi A. Garrett R. Agarwal J. Davis G. Dozier D. Umphress Department of Industrial & Systems Engineering Aubum University Auburn AL USA Department of Computer Science and Software Engineering ACI Laboratory Aubum University Auburn AL USA Department of Computer Science and Software Engineering Aubum University Auburn AL USA

Evacuation planning plays a significant role in building evacuation. The purpose of this paper is to demonstrate how an evolutionary computation technique in the form of an estimation of distribution algorithm can be used in evacuation planning. This technique is used to evolve the number and location of exits in order to minimize overall evacuation time and reduce the number of casualties and injuries. The algorithm is applied to three day-care layouts, classified as playroom, lunchroom, and classroom settings. The algorithm generates an optimal or near-optimal configuration, and results across several trials can be used to determine the probability that an exit is needed for each possible location. The best exit configurations are presented for each of the three layouts, and a brief analysis is discussed. Although evacuation planning presented in this paper is focused on room layouts, evolutionary computation techniques have the potential to be implemented in large-scale evacuation planning

关键词： Evolutionary computation Buildings Safety Humans Design automation Computational modeling computer simulation Injuries Large-scale systems Predictive models

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Efficient Integration of Web Services in Ambient-aware Sensor Network Applications

Efficient Integration of Web Services in Ambient-aware Senso...

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International Conference on Broadband Networks (BroadNets)

作者： Isaac Amundson Manish Kushwaha Xenofon Koutsoukos Sandeep Neema Janos Sztipanovits Institute for Software Integrated Systems Department of Electrical Engineering and Computer Science Vanderbilt University Nashville TN USA

Sensor Webs are heterogeneous collections of sensor devices that collect information and interact with the environment. They consist of wireless sensor networks that are ensembles of small, smart, and cheap sensing and computing devices that permeate the environment as well as high-bandwidth rich sensors such as satellite imaging systems, meteorological stations, air quality stations, and security cameras. Emergency response, homeland security, and many other applications have a very real need to interconnect such diverse networks and access information in real-time. While Internet protocols and Web standards provide well-developed mechanisms for accessing this information, linking such mechanisms with resource-constrained sensor networks is very challenging because of the volatility of the communication links. This paper presents a service-oriented programming model for sensor networks which permits discovery and access of Web services. Sensor network applications are realized as graphs of modular and autonomous services with well-defined interfaces that allow them to be described, published, discovered, and invoked over the network providing a convenient way for integrating services from heterogeneous sensor systems. Our approach provides dynamic discovery, composition, and binding of services based on an efficient localized constraint satisfaction algorithm that can be used for developing ambient-aware applications that adapt to changes in the environment. A tracking application that employs many inexpensive sensor nodes, as well as a Web service, is used to illustrate the approach. Our results demonstrate the feasibility of ambient-aware applications that interconnect wireless sensor networks and Web services.

关键词： Web services Intelligent sensors Wireless sensor networks Sensor systems computer networks Image sensors Satellites Meteorology Information security National security

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Gridscape II: A Customisable and Pluggable Grid Monitoring Portal and its Integration with Google Maps

Gridscape II: A Customisable and Pluggable Grid Monitoring P...

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International Conference on Grid and Cooperative Computing (GCC)

作者： Hussein Gibbins Rajkumar Buyya Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

Grid computing has emerged as an effective means of facilitating the sharing of distributed heterogeneous resources, enabling collaboration in large scale environments. However, the nature of grid systems coupled with the overabundance and fragmentation of information, makes it difficult to monitor resources, services, and computations in order to plan and make decisions. In this paper we present Gridscape II, a customisable portal component that can be used on its own or plugged-in to compliment existing grid portals. Gridscape II manages the gathering of information from arbitrary, heterogeneous and distributed sources and presents them together seamlessly within a single interface. It also leverages the Google Maps API in order to provide a highly interactive user interface. Gridscape II is simple and easy to use, providing a solution to those users who do not wish to invest heavily in developing their own monitoring portal from scratch, and also for those users who want something easy to customise and extend for their specific needs

关键词： Portals Grid computing Information management Middleware Switches Resource management computerized monitoring computer science software engineering Collaborative software

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Managing Risk of Inaccurate Runtime Estimates for Deadline Constrained Job Admission Control in Clusters

Managing Risk of Inaccurate Runtime Estimates for Deadline C...

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International Conference on Parallel Processing (ICPP)

作者： Chee Shin Yeo Rajkumar Buyya Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne VIC Australia

The advent of service-oriented grid computing has resulted in the need for grid resources such as clusters to enforce user-specific service needs and expectations. Service level agreements (SLAs) define conditions which a cluster needs to fulfill for various jobs. An example of SLA requirement is the deadline by which a job has to be completed. In addition, these clusters implement job admission control so that overall service performance does not deteriorate due to accepting exceeding amount of jobs. However, their effectiveness is highly dependent on accurate runtime estimates of jobs. This paper thus examines the adverse impact of inaccurate runtime estimates for deadline constrained job admission control in clusters using the earliest deadline first (EDF) strategy and a deadline-based proportional processor share strategy called Libra. Simulation results show that an enhancement called LibraRisk can manage the risk of inaccurate runtime estimates better than EDF and Libra by considering the risk of deadline delay

关键词： Risk management Admission control Grid computing Runtime library Delay estimation Resource management Quality of service Laboratories computer science software engineering

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The Integration of a Virtual Environment and 3D Modeling Tools in a Networked Robot System

The Integration of a Virtual Environment and 3D Modeling Too...

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作者： Tan, Jiacheng Clapworthy, Gordon J. Belousov, Igor R. Department of Computer Science and Software Engineering University of Portsmouth Lion Terrace PortsmouthPO12HE United Kingdom Department of Computing and Information Systems University of Luton Luton United Kingdom Keldysh Institute of Applied Mathematics Russian Academy of Science Moscow Russia

This paper presents interfacing techniques to integrate a virtual environment (VE), computer graphics, image-based modeling, and other technologies in a networked system for robot control. Technologies such as networked robotics have advanced rapidly in the past decade, bringing a physical aspect to the usage of the Internet. Various applications of Internet telerobotics have been investigated and a variety of techniques have been proposed to increase the control robustness and efficiency of such systems. In this paper, we introduce a teleoperated robot manipulator that uses VE and other supporting technologies as a human-system interface to suppress the variable communication latency of the Internet. The paper focuses on the control techniques and the system structure that supports the implementation of the techniques. © 2006 World Scientific Publishing Company.

关键词： Virtual reality

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Visualizing Requirements in UML Models

Visualizing Requirements in UML Models

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International Workshop on Requirements engineering Visualization (REV)

作者： Sascha Konrad Heather Goldsby Karli Lopez Betty H.c. Cheng Software Engineering and Network Systems Laboratory Department of Computer Science and Engineering Michigan State University East Lansing MI USA USA

As the Unified Modeling Language (UML) and modeldriven development (MDD) become increasingly common in industry, many developers are faced with the difficult task of understanding how an existing UML model realizes system requirements. Essentially, developers are required to understand the structure and behavior of UML models that they may have not created. Understanding these relationships is non-trivial, because the interactions in the model are not readily apparent. Commonly, the only means to elicit these relationships is visual inspection and guided simulation. This paper describes an alternative approach termed REVU (Requirements Visualization of UML), a process for visualizing functional requirements in terms of behavioral interactions in a UML model. We illustrate the use of this process with the visualization of scenarios for an adaptive light control system.

关键词： Visualization Unified modeling language Natural languages Inspection Programmable control Adaptive control Lighting control Adaptive systems Control systems Electrical equipment industry

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Minimal-power, delay-balanced smart repeaters for interconnects in the nanometer regime 06

Minimal-power, delay-balanced smart repeaters for interconne...

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SLIP'06 - 2006 International Workshop on System Level Interconnect Prediction

作者： Weerasekera, Roshan Pamunuwa, Dinesh Zheng, Li-Rong Tenhunen, Hannu Department of Electronic Computer and Software Systems KTH Information and Communication Technology ELECTRUM 229 164 40 Kista Sweden Centre for Microsystems Engineering Faculty of Applied Sciences Lancaster University Lancaster LA1 4YR United Kingdom

ISBN: (纸本)1595932550

In this paper we propose a smart repeater that consumes less energy and is suitable for driving global interconnections in nanometre technologies. When there is coupling between interconnects, the effective capacitance of a given wire is a function not only of the physical geometry, but also the relative switching pattern described by the bits on the wire in question (the victim) and the adjacent wires (aggressors). The drive strength of a traditional repeater is static, resulting in a spread of the propagation delay, with the repeater strength being essentially too much for every bit pattern other than the worst-case pattern. In the proposed SMART repeater, the drive strength is dynamically altered depending on the relative bit pattern, by partitioning it into a Main Driver and Assistant Driver. For a higher effective load capacitance both drivers switch, while for a lower effective capacitance the assistant driver is quiet. By disconnecting part of the repeater when it is not needed, the total load capacitance to the previous stage is reduced, resulting in reduced energy consumption for those instances. It is shown that the potential average saving in energy can be as much 15% with a 18% jitter reduction over a traditional repeater for typical global wire lengths in nanometre technologies. Copyright 2006 ACM.

关键词： Telecommunication repeaters

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Neural Network Enhancement of Multiobjective Evolutionary Search

Neural Network Enhancement of Multiobjective Evolutionary Se...

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Congress on Evolutionary Computation

作者： H. Yapicioglu G. Dozier A.E. Smith Industrial and Systems Engineering Department Aubum University Auburn AL USA Computer Science and Software Engineering Department Aubum University Auburn AL USA

In this study, a novel approach is used to identify nondominated solutions to multiobjective optimization problems. The method is composed of a Particle Swarm Optimizer (PSO) coupled with a neural network. The PSO is used to find an initial set of nondominated solutions. These nondominated solutions are then used to construct a general regression neural network that generates a considerably larger set of nondominated solutions. Our neural network enhancement process is demonstrated on a test suite of six instances of bi-criteria semidesirable facility location problems. Results show that the set of nondominated solutions developed by the neural network is, on average, 25 times larger than the initial set found by PSO, and in many instances dominate those identified by PSO. The method developed within is straightforward and general and is a new alternative to multiobjective optimization with decision variables in continuous space.

关键词： Neural networks Particle swarm optimization Optimization methods systems engineering and theory Testing Helium Evolutionary computation Pareto optimization Genetic algorithms computer networks

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Component-oriented modeling of hybrid dynamic systems using the generic modeling environment

Component-oriented modeling of hybrid dynamic systems using ...

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International Workshop on Model-Based Development of computer-Based systems and Model-Based Methodologies for Pervasive and Embedded software (MBD/MOMPES)

作者： E.-J. Manders G. Biswas N. Mahadevan G. Karsai Department of Electrical Engineering and Computer Science.The Institute for Software Integrated Systems Vanderbilt University Nashville TN USA

This paper presents a component oriented modeling environment for building hybrid dynamic models of physical system. The modeling environment is created using the generic modeling environment (GME), a meta programmable visual modeling application developed at the Institute for software Integrated systems (ISIS). The core of the modeling language itself is a hybrid extension of the bond graph modeling language. The advantages of an object-oriented approach to physical system modeling combined with the advanced features of GME for managing model complexity are illustrated by building a library of hydraulic system components. A simulation model can be automatically generated from the physical system model using a model translator. As an example application we use the component library to build the model of a coupled multi-tank system with controlled and autonomous hybrid behaviors, and illustrate this with a simulation example

关键词： Object oriented modeling Power system modeling Application software software systems Vehicle dynamics Intersymbol interference Microwave integrated circuits Adaptive control Bonding Control system synthesis

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Distributed diagnosis of coupled mobile robots

Distributed diagnosis of coupled mobile robots

引用

IEEE International Conference on Robotics and Automation (ICRA)

作者： M. Daigle X. Koutsoukos G. Biswas Institute for Software Integrated Systems (ISIS) Department of Electrical Engineering and Computer Science Vanderbilt University Nashville TN USA

Fault diagnosis of coupled mobile robots requires a large number of measurements to be communicated either between the robots or from the robots to a central diagnoser. As computational complexity increases with the number of measurements, centralized algorithms become inefficient. This paper presents a distributed approach for qualitative fault diagnosis of coupled mobile robots. The approach is based on a bond graph modeling framework which incorporates local and distributed control algorithms, multiple sensor types, and both actuator and sensor faults. Relative measurement orderings are introduced to discriminate faults by exploiting the temporal order of the measurement deviations. This increases the discriminatory power of a set of measurements and results in a more efficient qualitative diagnosis algorithm. Distributed diagnosers are designed and applied to coupled mobile robots. Experimental results for a system consisting of two robots pushing a box demonstrate the improvement in both discriminatory power of the measurements and efficiency of the distributed diagnosis approach

关键词： Mobile robots Robot sensing systems Fault diagnosis Power measurement Robot kinematics Velocity measurement Robotics and automation Bonding Distributed control Actuators

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