Название: Handbook of Grammatical Evolution
Автор: Editors Conor Ryan, Michael O’Neill, JJ Collins
Издательство: Springer
Год: 2018
Страниц: 497
Размер: 12.58 МБ
Формат: PDF
Язык: English
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.