Genetic algorithms in search, optimization, and machine learning David E Goldberg

By:

Goldberg, David E

Material type: Text

TextSeries: Always LearningPublication details: Noida : Pearson Education, 1989.Description: 432 pages : ill.; 24 cmISBN:

9788177588293

Subject(s):

DDC classification:

006.31 GOL

Contents:

A Gentle Introduction to Genetic Algorithms Genetic Algorithms Revisited: Mathematical Foundations Computer Implementation of a Genetic Algorithm Some Applications of Genetic Algorithms Advanced Operators and Techniques in Genetic Search Introduction to Genetics-Based Machine Learning Applications of Genetics-Based Machine Learning A Look Back, A Glance Ahead

Summary: This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural ion and genetics.

List(s) this item appears in: New Arrivals Oct-Nov 2021 - Central Library IIITDMK

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Item type	Current library	Collection	Call number	Status	Date due	Barcode
Books	IIITDM Kurnool General Stacks	Non-fiction	006.31 GOL (Browse shelf(Opens below))	Available		0003740
Books	IIITDM Kurnool General Stacks	Non-fiction	006.31 GOL (Browse shelf(Opens below))	Available		0003741

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Previous	006.3 RUT Computational intelligence :	006.3 XIA Artificial Intelligence Programming with Python: From Zero to Hero	006.3 XIA Artificial Intelligence Programming with Python: From Zero to Hero	006.31 GOL Genetic algorithms in search, optimization, and machine learning	006.31 GOL Genetic algorithms in search, optimization, and machine learning	006.31 GOO Deep learning	006.312 DUD Pattern Recognition,	Next

A Gentle Introduction to Genetic Algorithms
Genetic Algorithms Revisited: Mathematical Foundations
Computer Implementation of a Genetic Algorithm
Some Applications of Genetic Algorithms
Advanced Operators and Techniques in Genetic Search
Introduction to Genetics-Based Machine Learning
Applications of Genetics-Based Machine Learning
A Look Back, A Glance Ahead

This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural ion and genetics.

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