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Multilayer perceptrons trained with the generalized delta rule or backpropagation procedure have been extensively applied in areas such as phoneme and image recognition and synthesis. Recently, many authors have reported interesting results on the application of these structures to the modeling...
A planning process formulates action assignments for various agents to accomplish a goal statement. In a real situation, unexpected environmental changes (called failures) may invalidate the preformulated plan. When a failure occurs, effective and efficient handling procedures must be taken to...
Distributed Problem Solving (DPS) is defined as the cooperative solution of problems by a decentralized and loosely coupled collection of problem solvers (agents), each of them knowing how to execute only some of the necessary tasks. This approach considers the problem-solving process as...
This article describes the design and implementation of RESEDA (RemoteSensorDataAnalysis), a knowledge-based system for the extraction of environmental information from digital raster images of the earth. The images may have been obtained from airborne or spaceborne sensors. Ancillary data is...
Validation and verification of expert systems or knowledge-based systems is a critical issue in the development and deployment of robust systems. This article is a comprehensive survey of the developments and trends in this field. More than 300 references are included in the References and...
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