Advances and Trends in Genetic Programming: Volume 1: Classification Techniques and Life Cycles

Arpit Bhardwaj (Assistant Professor, Dronacharya Group of Institutions, Greater Noida, India),Aruna Tiwari (Associate Professor in Computer Science and Engineering, Indian Institute of Technology Indore (IIT Indore)),Jasjit S. Suri (Chairman of Global Biomedical Technologies, Inc.; Board Member, AtheroPoint, Roseville, CA, USA)

Advances and Trends in Genetic Programming: Volume 1: Classification Techniques and Life Cycles
Format
Paperback
Publisher
Elsevier Science Publishing Co Inc
Country
United States
Published
1 March 2021
Pages
220
ISBN
9780128180204

Advances and Trends in Genetic Programming: Volume 1: Classification Techniques and Life Cycles

Arpit Bhardwaj (Assistant Professor, Dronacharya Group of Institutions, Greater Noida, India),Aruna Tiwari (Associate Professor in Computer Science and Engineering, Indian Institute of Technology Indore (IIT Indore)),Jasjit S. Suri (Chairman of Global Biomedical Technologies, Inc.; Board Member, AtheroPoint, Roseville, CA, USA)

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.

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