Name: Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub)
Price: 55.10 EUR
Availability: InStock
Author: Nawaz Aamir
ISBN: 9783659747489

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Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub)

Type

Physical Book

Publisher

Lap Lambert Academic Pub

Author

Nawaz Aamir

Language

English

Format

Paperback

ISBN13

9783659747489

Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub)

Nawaz Aamir (Author) · Lap Lambert Academic Pub · Paperback

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55,10 €

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Synopsis "Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub)"

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.

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Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub) - Nawaz Aamir

Synopsis "Nelder Mead Trained Neural Networks for Short Term Load Forecasting de Nawaz Aamir(Lap Lambert Academic Pub)"

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