Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights) - Image 1

Price loading...

CRC Press Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)

Name: Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)
Brand: CRC Press

Data Mining

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for algorithm development. The book focuses on both theoretical and empirical aspects. The theoretical sections explore the important and characteristic properties of the basic GA as well as main characteristics of the selected algorithmic extensions developed by the authors. In the empirical parts of the text, the authors apply GAs to two combinatorial optimization problems: the traveling salesman and capacitated vehicle routing problems. To highlight the properties of the algorithmic measures in the field of GP, they analyze GP-based nonlinear structure identification applied to time series and classification problems. Written by core members of the HeuristicLab team, this book provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, it also shows how to substantially increase achievable solution quality.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1584886293
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 09 April 2009
Listed Since: 10 December 2006

Barcode

No barcode data available

CRC Press Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)

The Practical Handbook of Genetic Algorithms: Applications, Second Edition

The Practical Handbook of Genetic Algorithms: New Frontiers, Volume II

Wiley Genetic Algorithms and Engineering Design - 2nd Edition

Applied Genetic Programming and Machine Learning (CRC Press International Series on Computational Intelligence)

Grouping Genetic Algorithms: Advances and Applications: 666 (Studies in Computational Intelligence, 666)

Applied Genetic Algorithms

Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming!: 1

Genetic Algorithm Essentials: 679 (Studies in Computational Intelligence, 679)

Genetic Algorithms for Pattern Recognition (CRC Press Revivals)

HANDBOOK OF GENETIC ALGORITHMS: New Research (Mathematics Research Developments)

Grouping Genetic Algorithms: Advances and Applications: 666 (Studies in Computational Intelligence, 666)

Genetic Programming for Production Scheduling: An Evolutionary Learning Approach (Machine Learning: Foundations, Methodologies, and Applications)

Genetic Algorithms + Data Structures = Evolution Programs

Generic Data Structures and Algorithms in Go: An Applied Approach Using Concurrency, Genericity and Heuristics

Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory: 20 (Operations Research/Computer Science Interfaces Series, 20)

Parallel Genetic Algorithms: Theory and Real World Applications: 367 (Studies in Computational Intelligence, 367)

Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming!: 1 (Genetic Programming, 1)

Genetic Programming Theory and Practice XVII (Genetic and Evolutionary Computation)

Genetic Programming Theory and Practice XVII (Genetic and Evolutionary Computation)

Algorithms for Variable-Size Optimization: Applications in Space Systems and Renewable Energy

Robust Control Systems with Genetic Algorithms

Symbolic Regression

Genetic Algorithm Essentials: 679 (Studies in Computational Intelligence, 679)