應(yīng)用人工智能發(fā)展 Developments in applied artificial intelligence

內(nèi)容概要

This book constitutes the refereed proceedings of the 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, held in Cairns, Australia, in June 2002.The 79 revised full papers presented were carefully reviewed and selected from more than 150 submissions. The papers are organized in topical sections on neural computation, image and speech processing, evolutionary and genetic algorithms, autonomous agents, Internet applications, expert systems, AI applications, knowledge processing, model-based reasoning, and adaptive systems.

書籍目錄

Neural Networks 1　An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition　Use of Artificial Neural Networks for Buffet Loads Prediction　Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron　A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market IndexImage/Speech 1　Automatic Detection of Film Orientation with Support Vector Machines ..　A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems　Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model　Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects ExtractionEvolutionary and Genetic Algorithms 1　FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application　Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms　Course Scheduling Using Genetic Algorithm Methods　An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs　Genetic Algorithms for Design of Liquid Retaining StructureAutonomous Agents　Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft　Learning from Human Decision-Making Behaviors-An Application to RoboCup Software Agents　Distributed Deadlock Detection in Mobile Agent Systems　An Agent-Based Approach for Production Control Incorporating　Environmental and Life-Cycle Issues, together with Sensitivity Analysis 　Feasibility Restoration for Iterative Meta-heuristics Search Algorithms .Best Paper Candidates 1　Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm　The Suitability of Particle Swarm Optimisation for Training Neural Hardware　Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems　The Macronet Element: A Substitute for the Conventional Neuron　Genetic Algorithm Optimisation of Mathematical Models Using Distributed ComputingBest Paper Candiates 2Neural Networks 2Internet Applications 1Expert SystemsInternet Applications 2Evolutionary and Genetic Algorithms 2AI ApllicationsBest Paper Candidates 3Knowledge ProcessingImage/Speech 2Model Based ReasoningAdaptive ControlAuthor Index

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