Advances and Trends in Genetic Programming : Volume 1: Classification Techniques and Life Cycles
Overview
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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Details
- ISBN-13: 9780128180204
- ISBN-10: 012818020X
- Publisher: Academic Press
- Publish Date: March 2022
- Page Count: 220
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