Optimization based on a team of automata with binary outputs

DOI10.1016/j.automatica.2004.03.013zbMath1077.93056OpenAlexW2128434314MaRDI QIDQ705150

Alexander S. Poznyak, Enso Ikonen, Kaddour Najim

Publication date: 26 January 2005

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2004.03.013

zbMATH Keywords

Genetic algorithmsAsymptotic propertiesLearning algorithmsDiscretizationRandom searches

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Formal languages and automata (68Q45) Control/observation systems involving computers (process control, etc.) (93C83) Stochastic learning and adaptive control (93E35)

Related Items (2)

Online optimization of replacement policies using learning automata ⋮ Dr. Alexander Semionovich Poznyak Gorbatch: Biography

Cites Work

• Unnamed Item
• Learning automata and stochastic optimization
• On the almost sure asymptotic behaviour of stochastic algorithm
• A new approach to the design of reinforcement schemes for learning automata
• The strong law of large numbers for dependent vector processes with decreasing correlation: ``Double averaging concept

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