Informasi Umum

Kode

21.21.1578

Klasifikasi

006.3 - Special Computer Methods- Artificial intelligence

Jenis

Buku - Elektronik (E-Book)

Subjek

Evolution

No. Rak

Dilihat

174 kali

Informasi Lainnya

Abstraksi

This handbook offers a comprehensive treatise on Grammatical Evolution (GE), a grammar-based Evolutionary Algorithm that employs a function to map binary strings into higher-level structures such as programs. GE's simplicity and modular nature make it a very flexible tool. Since its introduction almost twenty years ago, researchers have applied it to a vast range of problem domains, including financial modelling, parallel programming and genetics. Similarly, much work has been conducted to exploit and understand the nature of its mapping scheme, triggering additional research on everything from different grammars to alternative mappers to initialization. The book first introduces GE to the novice, providing a thorough description of GE along with historical key advances. Two sections follow, each composed of chapters from international leading researchers in the field. The first section concentrates on analysis of GE and its operation, giving valuable insight into set up and deployment. The second section consists of seven chapters describing radically different applications of GE.

Koleksi & Sirkulasi

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Pengarang

Nama Conor Ryan, Michael O'Neill, JJ Collins.
Jenis Perorangan
Penyunting
Penerjemah

Penerbit

Nama Springer International Publishing AG
Kota New York
Tahun 2018

Sirkulasi

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