A Cooperative Recurrent Neural Network for Solving L1 Estimation Problems with General Linear Constraints

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Bibliographic Details
Published inNeural computation Vol. 20; no. 3; pp. 844 - 872
Main Authors YOUSHEN XIA, KAMEL, Mohamed S
Format Journal Article
LanguageEnglish
Published Cambridge, MA MIT Press 01.03.2008
Subjects
Applied sciences
Artificial intelligence
Biological and medical sciences
Computer science; control theory; systems
Exact sciences and technology
Fundamental and applied biological sciences. Psychology
General aspects
Inference from stochastic processes; time series analysis
Learning and adaptive systems
Mathematics
Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects)
Miscellaneous
Probability and statistics
Sciences and techniques of general use
Statistics
Recurrent neural nets
Neural computation
Solving
Optimization method
Neural network
Constrained estimation
Algorithm
Computational complexity
Implementation
Penalty method
Constrained optimization
Exact solution
Linear constraint
Least squares method
Optimal solution
Problem solving
Linear estimation
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ISSN:0899-7667
1530-888X
DOI:10.1162/neco.2007.10-06-376