IEEE - Institute of Electrical and Electronics Engineers, Inc. - High-dimensional Function Optimisation by Reinforcement Learning

2010 IEEE Congress on Evolutionary Computation (CEC)

Author(s): Wu, Q.H. ; Liao, H.L.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Barcelona, Spain, Spain
Conference Date: 18 July 2010
Page(s): 1 - 8
ISBN (CD): 978-1-4244-6910-9
ISBN (Electronic): 978-1-4244-6911-6
ISBN (Paper): 978-1-4244-6909-3
DOI: 10.1109/CEC.2010.5585974
Regular:

This paper presents a new algorithm, Function Optimisation by Reinforcement Learning (FORL), to solve large-scale and complex function optimisation problems. FORL undertakes the dimensional search... View More

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