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Inclusive Resolution for Horn Sets 号角集的包容性分辨率
Li Dafa
Let L1 v C1 and L2 V Cz be two parent clauses, where L1 and Lz are positive literals, C1 and C2 are clauses. If L1 and Lz have a most general unifier U and there is the most general substitution X such that ClaX 5 C ~ U A , then CzaX is called an inclusive resolvent of L1 v Cl and L2 v C2. The problem is whether the inclusive resolution is complete. The lifting lemma for inclusive resolution is proved, then it is proved that the inclusive resolution is complete for Horn sets. The present paper gives the inclusion algorithm, and the inclusion theorem is proved.
设L1 v C1和L2 v Cz为两个父子句,其中L1和Lz是正数,C1和C2是子句。如果L1和Lz有一个最一般的统一子U并且有一个最一般的替换X使得ClaX 5c ~ ua,那么CzaX就被称为l1v Cl和l2v C2的包容解。问题在于包容性解决方案是否完整。首先证明了包含分辨的提升引理,然后证明了Horn集合的包含分辨是完全的。本文给出了包含算法,并证明了包含定理。
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引用次数: 0
Hierarchical Encapsulation and Abstraction Principle (heap) for Autonomous System Development 自治系统开发的分层封装和抽象原则(堆)
B. Zeigler, S. Chi
A general approach t o task-based model development is summarized in a Hierarchical Encapsulation and Abstraction Principle (HEAP) and this principle is briefly illustrated in the planning, operations and diagnosis task domains. 1 Brief Overview on Model-Base Autonomous System Architecture To cope with complex objectives, an autonomous system requires integration of symbolic and numeric data, qualitative and quantitative information, reasoning and computation. A pure AI approach is too qualitatively oriented to handle quantitative information very well. For example, classic AI planning approaches [4, 5 , 61 do not consider the timing effects, which should be of primary concern in representing our dynamic world. On the other hand, control researchers have a fairly narrow view-point, so that they mainly focus on refinement rather than robustness of a system [7], and they usually consider only the normal operational aspects of a system. However, autonomous systems have to deal with abnormal behavior of a system as well. Thus, it is crucial to have a strong formalism and an environment that allows coherent integration of symbolic and numeric informations in a valid representation process to deal with a complex dynamic world. Approaches to design various autonomous component models for planning, operation, and diagnosis have previously been developed in their respective research fields so that there are many overlaps as well as inconsistencies in assumptions. In an integrated system, such components cannot be considered independently. For example, planning requires execution, and diagnosis is activated when anomalies are detected during execution. The model-based autonomous system architecture features a model base a t the center of its planning, operation, diagnosis, and fault recovery strategies [2]. In this way, it integrates AI symbolic models and controltheoretic dynamic models into a coherent system. Endomorphism refers to the existence of a homomorphism from an object to a sub-object within it, the part (sub-object) then being a model of the whole [8]. In order to control an object, a high autonomy system needs a corresponding model of the object to determine the particular action to take. The internal model used by the system and its world base model are related by abstraction, i.e., some form of homomorphic (i.e., endomorphic relation. The inference mation for interacting with the real world object. By “world base model” we mean the most comprehensive model of the world available to the system whether it exists as a single object or as a family of partial models in the model base. Typical expert systems comprise a domainindependent inference engine and a domain-dependent knowledge base. The inference engine examines the knowledge base and decides the order in which inferences are made. The engine-based modelling approach provides a clear separation between the domain -dependent model base and the domain-independent inference engine. It facili
将基于任务的模型开发的一般方法总结为分层封装和抽象原则(HEAP),并在规划、操作和诊断任务领域简要说明该原则。为了应对复杂的目标,自治系统需要将符号和数字数据、定性和定量信息、推理和计算相结合。纯粹的AI方法过于以定性为导向,无法很好地处理定量信息。例如,经典的AI规划方法[4,5,61]没有考虑时间效应,而时间效应在表示我们的动态世界时应该是首要考虑的。另一方面,控制研究人员的观点相当狭隘,他们主要关注系统的精细化,而不是系统的鲁棒性[7],他们通常只考虑系统的正常运行方面。然而,自治系统也必须处理系统的异常行为。因此,重要的是要有一个强大的形式主义和一个环境,允许在一个有效的表示过程中连贯地整合符号和数字信息,以处理一个复杂的动态世界。设计用于规划、操作和诊断的各种自主组件模型的方法已经在各自的研究领域得到了发展,因此在假设中存在许多重叠和不一致。在一个集成系统中,这些组件不能单独考虑。例如,计划需要执行,并且在执行过程中检测到异常时激活诊断。基于模型的自治系统架构以模型库作为其规划、运行、诊断和故障恢复策略的中心[2]。这样,它将人工智能符号模型和控制理论动态模型整合成一个连贯的系统。自同态是指对象与子对象之间存在同态,部分(子对象)成为整体的模型[8]。为了控制一个对象,一个高度自治的系统需要一个相应的对象模型来决定要采取的特定行动。系统使用的内部模型与其世界基模型通过抽象,即某种形式的同态(即自同态关系)联系在一起。与现实世界对象交互的推理。通过“世界基础模型”,我们指的是系统可用的最全面的世界模型,无论它是作为单个对象存在还是作为模型库中的部分模型族存在。典型的专家系统包括一个与领域无关的推理引擎和一个与领域相关的知识库。推理引擎检查知识库并决定进行推理的顺序。基于引擎的建模方法提供了领域依赖模型库和领域独立推理引擎之间的明确分离。它便于使用自同态自动生成模型库。图1显示了基于引擎的建模概念以及使用该概念实现的自主系统组件的示例。引擎要求其内部模型提供必要的信息
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引用次数: 2
Discrete-Event Simulation with Poss Poss离散事件仿真
T. Van Le
A combination of object-oriented system modelling with non-deterministic programming in Prolog results in a powerful technique of system simulation. Prolog’s unification and backtracking mechanisms are used to implement non-deterministic object select ion, multiobject accession and rendez-vous. Prolog’s secondorder predicates also facilitate the tasks of priority handling and statistics collection.
Prolog将面向对象系统建模与不确定性编程相结合,形成了一种强大的系统仿真技术。Prolog的统一和回溯机制用于实现非确定性对象选择、多对象加入和集合。Prolog的二级谓词也有助于优先级处理和统计信息收集的任务。
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引用次数: 2
Implementing Planning As Tactical Reasoning 将计划作为战术推理来实施
Luca Spalazzi, Alessandro Cimatti, P. Traverso
I n this p a p e r we present a system (called MRG) for the development of planners that have t o work i n real-world, complex and unpredictable application domains. The i d e a underlying MRG is that domain independent problem solving architectures, instead o f featuring powerful but fixed control mechanisms, should provide powerful and flexible tools for the definition of domain dependent control mechanisms. Complex strategies and control mechanisms are uniformly represented an MRG b y tactics, explicit data structures that can be reused, modified, reasoned about and executed. A t the m o ment, MRG is being successfully used within a c o m plex real world application under development at IRS T.
在这篇文章中,我们提出了一个系统(称为MRG),用于开发必须在现实世界、复杂和不可预测的应用领域中工作的规划器。MRG的基础是,领域独立的问题解决体系结构,而不是具有强大但固定的控制机制,应该为定义领域相关的控制机制提供强大而灵活的工具。复杂的策略和控制机制在MRG中通过策略和明确的数据结构统一表示,这些数据结构可以被重用、修改、推理和执行。目前,MRG正成功地应用于IRS t正在开发的一个复杂的实际应用程序中。
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引用次数: 8
Determining Linguistic Models with Constrained Fuzzy Regression 用约束模糊回归确定语言模型
J. M. Barone
Principled, automated procedures for assigning optimal linguistic representations to the output (or input) data space of a fuzzy control universe do not exist at the present time. This paper suggests that locating and verifying such assignments via constrained fizzy linear regression can provide the necessary foundation for their (automated) optimization. The procedure described here is related to methods for the resolution of (so-called) illposed problems and consists essentially of repeated iterations of fizzy linear regression and (crisp) linear programming operations over linguistic representations of Jicuy numbers which "cover" the raw data.. lbis paper demonstrates that a global approach to the problem of Jinding the optimal linguistic representations for raw cfuzzy control) data may prove simpler, more eflective, and more readily machine-learnable than the local approaches used heretofore.
为模糊控制领域的输出(或输入)数据空间分配最佳语言表示的原则性、自动化过程目前尚不存在。本文认为,通过约束气泡线性回归来定位和验证这些分配可以为其(自动)优化提供必要的基础。这里描述的过程与解决(所谓的)病态问题的方法有关,基本上由反复迭代的线性回归和(清晰的)线性规划操作组成,这些操作是对“覆盖”原始数据的Jicuy数的语言表示进行的。本文证明了一种全局方法来解决金定问题(原始模糊控制数据的最佳语言表示)可能比迄今为止使用的局部方法更简单,更具反思性,更容易机器学习。
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引用次数: 0
Reactive Planning and Mps: Two Pieces to the Autonomous Puzzle? 反应性计划和Mps:自治拼图的两块?
A. Travers, T. C. Ly
Goal achievement is a fundamental aspect of developing an autonomous agent. The environment in which this goal is to be achieved greatly affects the subsequent design. In one such environment -- dynamic, complex and unknown the design concentrates on survival. A reactive planner is proposed as a mechanism for maintaining the balance between goal achievement and survival. The mechanism for survival concentrates on simple, low-level information and decision making. This information is provided by a Message Passing system that controls the flow of information.
目标实现是开发自主智能体的一个基本方面。实现这一目标的环境将极大地影响后续的设计。在这样一个动态、复杂和未知的环境中,设计的重点是生存。反应性计划是一种维持目标实现和生存之间平衡的机制。生存机制集中在简单、低级的信息和决策上。该信息由控制信息流的消息传递系统提供。
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引用次数: 1
Artificial Intelligence Applications in Power Systems 人工智能在电力系统中的应用
K. Wong
Modem power systems become more and more complex and electrical networks become highly interconnected as the demands of electricity grow due to thie progress of society. There is a need for modem power systems to generate and to supply high quality electric energy to customers with very high degree of security. To achieve this requirement, in the last three decades, power engineers Pave employed computers to assist them to analyse, to plan and to operate power systems.
随着社会的进步,人们对电力的需求越来越大,现代电力系统变得越来越复杂,电网也变得高度互联。现代电力系统需要在高度安全的情况下产生并向用户提供高质量的电能。为了实现这一要求,在过去的三十年中,电力工程师使用计算机来帮助他们分析,规划和操作电力系统。
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引用次数: 5
Reactive Mobile Robots Based on a Visual Servoing Approach 基于视觉伺服方法的反应式移动机器人
P. Rives, R. Pissard-Gibollet
This paper deals with vision based control applied to autonomous mobile robots. The general a proach in robot vision separates vision from control htat ic look and move). A n alternative way consists to specify the problem tn terms of control directly into the sensor frame. This approach seems t o be Q fruitful way for implementing robotics tasks based on reactivity concept. We introduce a low level task specification b y the notion of virtual linkage. This virtual linkage can be expressed b y a set of constraints on the motion of a frame linked to 2he robot with respecf t o a certain frame associated to the environnment. It seems interesting to apply such a vision based control to a mobile robot. The robot considered here is a two wheels driven nonholonomic car? with a camera mounted on 3 d.0.f manipulator. In this siudy we consider the whole mechanical system constituted by the cart and i f s manipulator like a single kinematic chain. So in adding the degrees of freedoom of the a m i o the cart, it becomes possible to fully control the trajectory of the effector. In order to validate this approach, a simulation loo1 has been developped in Mathematica. A first application concerns automatic exploration and cartography of an unknowm room by wall following techniques.
本文研究了基于视觉的自主移动机器人控制方法。机器人视觉的一般方法是将视觉与控制(看和动)分开。另一种方法是直接在传感器框架中指定控制方面的问题。这种方法似乎是实现基于反应性概念的机器人任务的有效方法。我们通过虚拟链接的概念引入了一个低级别的任务规范。这种虚拟连杆可以用一组约束来表示,即与机器人相连的坐标系相对于与环境相关联的某一坐标系的运动。将这种基于视觉的控制应用于移动机器人似乎很有趣。这里考虑的机器人是一个两轮驱动的非完整汽车?相机安装在3.0上。f操纵者。在本研究中,我们把由小车和机械手组成的整个机械系统看作是一条运动链。因此,在增加了机器人的自由度后,就有可能完全控制效应器的运动轨迹。为了验证这种方法,在Mathematica中开发了一个模拟loo1。第一个应用涉及通过墙跟随技术对未知房间进行自动探索和制图。
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引用次数: 8
Multi-Agent Planning and Execution Monitoring : Application to Highway Traffic 多智能体规划与执行监控:在公路交通中的应用
P. Mourou, B. Fade
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引用次数: 3
The Application of Pattern Recognition in Distance Relaying 模式识别在距离接力中的应用
S. Chakravarthy, C. Nayar
The principal application of distance relays is for the protection of essential sub-transmission and transmission lines operating at EHV / UHV voltages. The performance of transmission lines depend on its parameters which in turn depend on various factors leading to a wide range of possible magnitudes. The response of distance relays for a selected operating characteristics is therefore unpredictable when a fault occurs. Although over the years different operating characteristics have been in use, there is a need for an adaptive operating characteristic, which is the subject of the paper.
距离继电器的主要应用是保护在超高压/特高压电压下运行的重要子传输和传输线路。传输线的性能取决于它的参数,而这些参数又取决于各种因素,导致可能的幅度范围很广。因此,当故障发生时,距离继电器对所选工作特性的响应是不可预测的。虽然多年来一直在使用不同的工作特性,但需要一种自适应的工作特性,这是本文的主题。
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引用次数: 0
期刊
Proceedings of the Third Annual Conference of AI, Simulation, and Planning in High Autonomy Systems 'Integrating Perception, Planning and Action'.
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