Tasks and methods in applied artificial intelligence
著者
書誌事項
Tasks and methods in applied artificial intelligence
（Lecture notes in computer science, 1416 . Lecture notes in artificial intelligence . 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert systems,
Springer, c1998
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This two-volume set constitutes the refereed proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE-98, held in Benicassim, Castellon, Spain, in June 1998.The two volumes present a total of 187 revised full papers selected from 291 submissions. In accordance with the conference, the books are devoted to new methodologies, knowledge modeling and hybrid techniques. The papers explore applications from virtually all subareas of AI including knowledge-based systems, fuzzyness and uncertainty, formal reasoning, neural information processing, multiagent systems, perception, robotics, natural language processing, machine learning, supervision and control systems, etc..
目次
- Neurocybernetics, codes and computation.- The grand challenge is called: Robotic intelligence.- A progressive heuristic search algorithm for the cutting stock problem.- Discovering temporal relationships in databases of newspapers.- Generic CSP techniques for the job-shop problem.- A fast and efficient solution to the Capacity Assignment problem using discretized learning automata.- Using OxSim for path planning.- Multi-directional search with goal switching for robot path planning.- Analytical potential fields and control strategies for motion planning.- Exact geometry and robot motion planning: Speculations on a few numerical experiments.- An evolutionary and local search algorithm for planning two manipulators motion.- A genetic algorithm for robust motion planning.- Coordinated motion of two robot arms for real applications.- A low-risk approach to mobile robot path planning.- Generating heuristics to control configuration processes.- Valuing the flexibility of flexible manufacturing systems with fast decision rules.- Optimal periodic control with environmental application.- A centralised hierarchical task scheduler for an urban traffic control system based on a multiagent architecture.- A direct iteration method for global dynamic control of redundant manipulators.- Design of ship-board control system based on the soft computing conception.- Expert diagnostic using qualitative data and rule-based inferential reasoning.- Qualitative event-based expert supervision Part 1: Methodology.- Qualitative event-based expert supervision Part 2: Distillation start-up condition monitoring.- Alarm processing and reconfiguration in power distribution systems.- Behavioral interpretation according to multimodeling representation.- An intelligent agent to aid in UNIX system administration.- Process optimisation in an industrial supervision support system.- MIMO predictive control of temperature and humidity inside a greenhouse using simulated annealing (SA) as optimizer of a multicriteria index.- Stereo vision-based obstacle and free space detection in mobile robotics.- Topological modeling with Fuzzy Petri Nets for autonomous mobile robots.- Supervised reinforcement learning: Application to a wall following behaviour in a mobile robot.- A communication protocol for clouds of mobile robots.- Evolving neural controllers for temporally dependent behaviors in autonomous robots.- GA-based on-line path planning for SAUVIM.- Incremental building of a model of environment in the context of the McCulloch-Craik's functional architecture for mobile robots.- Telerobotic system based on natural language and computer vision.- Robust region-based stereo vision to build environment maps for robotics applications.- A new on-line structure and parameter learning architecture for fuzzy modeling, based on neural and fuzzy techniques.- An Adaptive Neuro-Fuzzy Inference System (ANFIS) approach to control of robotic manipulators.- Managing the usage experience in a library of software components.- What can program supervision do for program re-use?.- Using artificial intelligence planning techniques to automatically reconfigure software modules.- Use of knowledge-based control for vision systems.- SOLUTION for a learning configuration system for image processing.- Machine learning usefulness relies on accuracy and self-maintenance.- Improving Inductive learning in real-world domains through the identification of dependencies: The TIM Framework.- From the nearest neighbour rule to decision trees.- A new self-organizing strategy based on elastic networks for solving the euclidean traveling salesman problem.- An inductive learning system for rating securities.- Techniques and knowledge used for adaptation during case-based problem solving.- Case-base maintenance.- CBR: Strengths and weaknesses.- Is CBR a technology or a methodology?.- An efficient approach to iterative browsing and retrieval for case-based reasoning.- Case based approach to the construction of a coal molecular structure model.- Constructing higher order neurons of increasing complexity in cascade networks.- Interpretable neural networks with BP-SOM.- Reference pattern weight initialization for equalization.- Autoassociative neural networks for fault diagnosis in semiconductor manufacturing.- Supervised training of a neural network for classification via successive modification of the training data - an experimental study.- An unsupervised training connectionist network with lateral inhibition.- Temporal difference learning in Chinese Chess.- Applying object logic programming to design computer strategies in gene scanning.- Automatic storing and retrieval of large collections of images.- Alternative communication interface for severely handicapped people based on a multimedia human-computer interaction system.- Personalizing museum exhibition by mediating agents.- A combined probabilistic framework for learning gestures and actions.- Designing workspaces to support collaborative learning.- Development of a decision support system for integrated water management in river basins.- An application of an AI methodology to railway interlocking systems using computer algebra.- Intelligent interpretation of strength data.- HADES - A knowledge-based system for message interpretation and situation determination.- Work in progress: Visual specification of knowledge bases.- WebTutor, a knowlegde based system for evaluation and tutorship.- Control knowledge and pedagogical aspects of the GET-BITS model.- Improving behavior arbitration using exploration and dynamic programming.- Agent based architectures for mastering changes and disturbances in manufacturing.- Soft computing and hybrid AI approaches to intelligent manufacturing.- Comparing soft computing methods in prediction of manufacturing data.- Towards an emergence machine for complex systems simulations.- Space models and agent-based universe architectures.- Mobidyc, a generic multi-agents simulator for modeling populations dynamics.- Development of an ecological decision support system.- Cormas: Common-pool resources and multi-agent systems.- Dynamic process modelling and communication in environment information systems of the third generation.- Landscape: A knowledge-based system for visual landscape assessment.- Daily parking of subway vehicles.- The artificial neural networks in cosmic ray physics experiment
- I. Total muon number estimation.- Static criteria for fuzzy systems quality evaluation.- WallAid: A knowledge-based system for the selection of earth retaining walls.- A modular and parametric structure for the substitution redesign of power plants control systems.- A polysynaptic planar neural network as a model of the myenteric nervous plexus.- Selection of numerical methods in specific simulation applications.- Fuzzy adaptive control of the highly nonlinear heat-exchanger plant.
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