Perpustakaan ITB

Judul Penulis / Pembimbing TA Tahun Penerbit Perpustakaan

Artificial neural networks for engineers and scientists: solving ordinary differential equations

/ by S. Chakraverty, Susmita Mall.


Nomor Panggil PUSAT

512.5.3520285632 CHA

Penulis

CHAKRAVERTY, S.

MALL, Susmita

Penerbit

CRC Press

Tahun Terbit

2017

Ketersediaan

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1 201802142 PP ITB Lt. 2 (Koleksi Mingguan) Koleksi Mingguan
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Detil

ISBN : 9781498781381
Kolasi : xviii, 150 halaman: gambar, tabel; 24 cm.
Materi Koleksi : Buku-Bacaan Pendukung
Bahasa : Inggris
Subjek : Engineering mathematics--Data processing ; Matematika teknik--Pengolahan data
Kata Kunci : Artificial neural networks, differential equations, multilayer, regression, Emden-Fowler equations, oscilator ; Jaringan syaraf tiruan, persamaan diferensial, multilayer, regresi, persamaan Emden-Fowler, osilator
Keterangan : Differential equations play a vital role in the fields of engineering and science. Problems in engineering and science can be modeled using ordinary or partial differential equations. Analytical solutions of differential equations may not be obtained easily, so numerical methods have been developed to handle them. Machine intelligence methods, such as Artificial Neural Networks (ANN), are being used to solve differential equations, and these methods are presented in Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations. This book shows how computation of differential equation becomes faster once the ANN model is properly developed and applied.