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检索条件"主题词=Automatic Programming"

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Periodic chaos neural network with autocorrelation dynamics

Periodic chaos neural network with autocorrelation dynamics

引用

International Conference on Knowledge-Based Intelligent Electronic Systems (KES)

作者： M. Nakagawa Division of Information System Engineering Department of Electrical Engineering Faculty of Engineering Nagaoka University of Technology Nagaoka Niigata Japan

In this paper a novel chaos neural network model is proposed and applied to memory search and the autoassociation. The proposed artificial neuron model is substantially characterized in terms of a time-dependent periodic activation function to involve a chaotic dynamics on the basis of the energy steepest descent strategy. It is elucidated that the present neural network has an ability of the dynamic memory retrievals beyond the conventional models with the nonmonotonous activation function as well as such a monotonous activation function as sigmoidal one. This advantage results from the nonmonotonous property of the analogue periodic mapping accompanied with a chaotic behaviour of the neurons. It is also found that the present analogue neuron model with the periodicity control has a remarkably large memory capacity in comparison with the previously proposed association models.

关键词： Chaos Neural networks Autocorrelation Neurons Neurodynamics Information systems Systems engineering and theory Associative memory automatic programming Joining processes

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Objects and constraints

Objects and constraints

引用

Technology of Object-Oriented Languages and Systems (TOOLS)

作者： J. Noble Microsoft Research Institute Macquarie University Sydney Australia

An object oriented program is a set of communicating encapsulated objects, while a constraint program is a set of variables linked by constraints. This difference in underlying models makes it difficult to combine objects and constraints in the same program. Message constraints are constraints that access objects by message sending and treat objects as abstractions. Message constraints can be attached directly to existing objects in object oriented programs without modifying those objects, seemingly providing the benefits of constraint programming within object oriented programming languages.

关键词： Object oriented programming Object oriented modeling History Graphics Typesetting Engines Message passing Encapsulation automatic programming Visualization

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An artificial intelligence based tool for home automation using MATLAB

An artificial intelligence based tool for home automation us...

引用

International Conference on Tools for Artificial Intelligence (ICTAI)

作者： H.J. Zainzinger Institute of Automation University of Technology Vienna Vienna Austria

A neural fuzzy system controlling home appliances is proposed. The central goal of home automation is to provide an efficient and convenient integration and inter-operation among appliances in households. The necessary software tools should present a comfortable user interface. One suitable programming method for home automation systems is the definition of linguistic rules that can be processed by a fuzzy system. In our approach it is assumed that the home system adapts itself to the occupants' lifestyle. Based on this idea, we present an appropriate neuro fuzzy controller. An implementation of this artificial intelligent based controller under the MATLAB/SIMULINK development environment is shown. It consists of functions that upgrade MATLAB/SIMULINK to a tool with hardware and Internet access. This tool is not only restricted to home automation, it can also be applied to control non time-critical processes.

关键词： Artificial intelligence Home automation automatic control Fuzzy systems Home appliances MATLAB Control systems Software tools User interfaces automatic programming

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Design reliability-estimation through statistical analysis of bug discovery data

Design reliability-estimation through statistical analysis o...

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Design Automation Conference

作者： Y. Malka A. Ziv MATAM IBM Research Laboratory Haifa Israel

Statistical analysis of bug discovery data is used in the software industry to check the quality of the testing process and estimate the reliability of the tested program. In this paper, we show that the same techniques are applicable to hardware design verification. We performed a study on two implementations of state-of-the-art PowerPC processors that shows that these techniques can provide quality information on the progress of verification and good predictions of the number of bugs left in the design and the future MTTF.

关键词： Statistical analysis Testing Computer bugs Permission Costs Process design Investments automatic programming Computational modeling Hardware

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Software risk assessment through software measurement and modeling

Software risk assessment through software measurement and mo...

引用

IEEE Conference on Aerospace

作者： J.C. Munson R.M. Karcich Dept. of Comput. Sci. Idaho Univ. Moscow ID USA

A major portion of our recent research is to refine a software process model for a major Storage Technology Corporation (STK) development program. The work is centered around the precise measurement of software development outcomes for the accurate reliability assessment of the program and subsequent projects. Three major measurement initiatives were established. First, tools and processes for the static measurement of the source code have been installed and made operational at STK. The measurement process has been automated and been made transparent to the programming staff. Second, tools and processes have been developed for the management and accurate measurement of software faults. No useful software measurement system may be developed without a precise understanding of software faults and their etiology. Finally, tools have been developed and processes initiated that will demonstrate the feasibility and the necessity of a dynamic software measurement processes. The STK program includes the development of a software profiler to obtain measures of program dynamics.

关键词： Risk management Software measurement Software testing System testing Software systems Fault diagnosis Computer science automatic programming Software development management Software tools

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Using high-level performance prediction in compiling for distributed systems

Using high-level performance prediction in compiling for dis...

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Annual Hawaii International Conference on System Sciences (HICSS)

作者： A.J.C. van Gemund Department of Electrical Engineering Delft University of Technnology Delft Netherlands

In cost-driven program optimization, performance feedback is either based on a model of the algorithm or on a model of the actually generated machine code. Especially in the case of a distributed-memory system, the difference in abstraction is large. In this paper, we study the trade-off between prediction at a high (program) level and at a low (machine) level in the context of automatic optimization for message-passing architectures. We present a prediction technique based on modeling the various optimizations in terms of resource contention. Despite the abstraction, we show that high-level modeling yields more reliable predictions, provided this technique is used. We illustrate this result by deriving various optimizations of a line relaxation kernel for distributed-memory machines.

关键词： Feedback Predictive models Program processors Optimizing compilers Cost function Logic automatic programming Distributed power generation Design optimization Kernel

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Task oriented software understanding

Task oriented software understanding

引用

IEEE International Conference on Automated Software Engineering (ASE)

作者： A. Erdem W.L. Johnson S. Marsella Computer Science Department USC Information Sciences Institute Marina del Rey CA USA

The main factors that affect software understanding are the complexity of the problem solved by the program, the program text, the user's mental ability and experience and the task being performed. The paper describes a planning approach solution to the software understanding problem that focuses on the user's task and expertise. First, user questions about software artifacts have been studied and the most commonly asked questions are identified. These questions are organized into a question model and procedures for answering them are developed. Then, the patterns in user questions while performing certain tasks have been studied and these patterns are used to build generic task models. The explanation system uses these task models in several ways. The task model, along with a user model, is used to generate explanations tailored to the user's task and expertise. In addition, the task model allows the system to provide explicit task support in its interface.

关键词： Documentation Software maintenance Software performance Logic programming Computer science Computer industry Writing Code standards automatic programming Humans

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Implementation and testing of International Space Station flight software for the pointing and support portion of guidance, navigation and control

Implementation and testing of International Space Station fl...

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Conference on Digital Avionics Systems (DASC)

作者： D.J. Yazell Honeywell Space Systems/Commercial Systems Operation Houston TX USA

Boeing engineers designed and implemented these algorithms using MOODS (Multibody On-Orbit Dynamics Simulation), a Boeing/NASA Ada non-realtime simulation running on a DEC Alpha platform in Boeing Tower 2 in Houston, Texas. The Ada flight software was then written in MatrixX superblocks on Hewlett Packard computers, using the MatrixX autocode capability to generate the Ada code. After Flight Stage 5A of the International Space Station (ISS), the Pointing and Support (P&S) subsystem is activated and provides the Guidance, Navigation, and Control (GN&C) interface for most of the other U.S. subsystems. P&S supplies state vector (ISS position and velocity), attitude, and attitude rate data to other ISS systems.

关键词： Testing International Space Station Computational modeling Aerospace engineering Design engineering Algorithm design and analysis Mood NASA Poles and towers automatic programming

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Improved average inductor current control of the constant frequency DC/DC converters using the tuned-average current-mode

Improved average inductor current control of the constant fr...

引用

Annual Conference of Industrial Electronics Society

作者： P. Ninkovic M. Jankovic Control Departmment EE Institute Nikola Tesla Belgrade Yugoslavia Department of Information and Computer Sciences Saitama University Urawa City Japan

This paper presents comparison of a recently proposed tuned-average current-mode with widely accepted average current-mode, in order to control the average inductor current of the constant frequency DC/DC power converters. The buck converter was taken as an example to demonstrate superior features of the tuned-average current-mode. Some frequency-domain characteristics are investigated and the conclusions are verified through simulations. Finally, the design considerations for both methods were emphasized as a helping tool for the designer to choose the control method which will meet his needs.

关键词： Inductors Current control Frequency conversion DC-DC power converters Switches Buck converters automatic programming Circuit noise Regulators Content addressable storage

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Formal methods in real-time systems

Formal methods in real-time systems

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Euromicro Conference on Real-Time Systems

作者： E.-R. Olderog Fachbereich Informatik Universität Oldenburg Oldenburg Germany

The design of intricate real-time systems typically involves several notations that describe the system at different levels of abstraction. Graphical notations inspired by timing diagrams are helpful at the requirements level, structured automata are common at the design level and dedicated languages are used at the programming level. The question arises how these different notations are linked together in a semantically meaningful way. The author argues that a logic-based approach is making a real contribution.

关键词： Real time systems Process control Graphics Timing Automata Control systems Actuators Identity-based encryption Handicapped aids automatic programming

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