Recursive percentage based hybrid pattern (RPHP) training for curve fitting

In this paper, we present the RPHP training algorithm, which finds several good local optimal points (pseudo global optima) automatically using an efficient combination of global and local search algorithms. This overcomes the problem of supervised learning algorithms being trapped in a local optima...

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Bibliographic Details
Main Authors: GUAN, Sheng Uei, RAMANATHAN, Kiruthika
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2004
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Online Access:https://ink.library.smu.edu.sg/sis_research/7428
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Institution: Singapore Management University
Language: English