Handbook of Grammatical Evolution

Conor Ryan, Michael O'Neill, JJ Collins.

Informasi Dasar

21.21.1578
006.3
Buku - Elektronik (E-Book)
4

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.

Subjek

EVOLUTION
 

Katalog

Handbook of Grammatical Evolution
9783319787176
497p.: pdf file.;12 MB
inggris

Sirkulasi

Rp. 0
Rp. 0
Tidak

Pengarang

Conor Ryan, Michael O'Neill, JJ Collins.
Perorangan
 
 

Penerbit

Springer International Publishing AG
New York
2018

Koleksi

Kompetensi

 

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