Handbook of Genetic Programming Applications

Купить бумажную книгу и читать

Название:Handbook of Genetic Programming Applications

Автор Gandomi, Amir H., Alavi, Amir H., Ryan, Conor (Eds.)

Издательство: Springer

Год: 2015

Страниц: 593

Язык: English

Формат: pdf

Размер: 13 Mb

Reviews the latest developments in genetic programing methodologies

Focuses on the key applications of genetic programming and its variants

Combines genetic programming theory with real-world applications

Provides a timely literature and an insightful summary of major developments

This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.