Book > Advances And Trends In Genetic Programming

Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming

Detail Book : Advances and Trends in Genetic Programming written by Arpit Bhardwaj, published by Academic Press which was released on 01 March 2021. Download Advances and Trends in Genetic Programming Books now! Available in PDF, ePub and Kindle. Advances and Trends in Genetic Programming, Volume One: Classification Techniques and Life Cycles presents the reader with complete coverage of the most current developments in Genetic Programming for Artificial Intelligence. The book provides a thorough look at classification as a systematic way of predicting class membership for a set of examples or instances using the properties of those examples. Classification arises in a wide variety of real life situations, such as detecting faces from large database, finding vehicles, matching fingerprints and diagnosing medical conditions. A classification algorithm requires huge amount of accuracy and reliability that is very difficult for human programmers. Therefore, there is a need to develop an automated computer-based classification system that can classify the required objects. Presents the latest advances in Genetic Programming for Artificial Intelligence Discusses automated computer-based classification algorithms and systems, including comparison of different types of machine learning and two-class versus multi-class classification Includes discussions of tree-based Genetic Programming, the Intron problem, Dynamic Fitness Evaluation, Crossover and Mutation Operators, and a presentation of an integrated model-based Genetic Programming Algorithm for multi-class classification

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Author : Arpit Bhardwaj
Release Date : 01 March 2021
Publisher : Academic Press
Rating : 4/5 (from 21 users)
Pages : 220
ISBN : 0128182431
Format : PDF, ePUB, KF8, PDB, MOBI, Tuebl
Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming, Volume One: Classification Techniques and Life Cycles presents the reader with complete coverage of the most current developments in Genetic Programming for Artificial Intelligence. The book provides a thorough look at classification as a systematic way of predicting class membership for a set of

GET BOOK
Advances in Evolutionary Computing

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Advances and Trends in Artificial Intelligence  From Theory to Practice

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Advances in Genetic Programming

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