Bookcover of Nelder Mead Trained Neural Networks For Short Term Load Forecasting
Booktitle:

Nelder Mead Trained Neural Networks For Short Term Load Forecasting

LAP LAMBERT Academic Publishing (2015-06-26 )

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ISBN-13:

978-3-659-74748-9

ISBN-10:
3659747483
EAN:
9783659747489
Book language:
English
Blurb/Shorttext:
This book proposes a new optimization algorithm for solving short term load forecasting problem. Globalized Nelder Mead is used for training of Artificial Neural Networks. Nelder Mead is fast optimization algorithm with no gradient calculation. The weights of Neural Networks are tuned with the help of Nelder Mead algorithm. To find proficiency of this algorithm, Australian Energy Market Operator (AEMO) data and California data are taken for testing. Results show that proposed algorithm outclasses other techniques in literature.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Aamir Nawaz
Number of pages:
100
Published on:
2015-06-26
Stock:
Available
Category:
Other
Price:
49.90 €
Keywords:
ANN, MAPE, Nm, AEMO, STLF, ape, load forecasting, Neural Networks

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