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[Genetic Programming Series] Genetic Programming IV Volume 5 || Introduction

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Book ID
121686205
Publisher
Springer-Verlag
Year
2005
Tongue
English
Weight
208 KB
Edition
Book & dual-sided DVD
Category
Article
ISBN-13
9780387250670

No coin nor oath required. For personal study only.

✦ Synopsis

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes:

GP now delivers routine human-competitive machine intelligence

GP is an automated invention machine

GP can create general solutions to problems in the form of parameterized topologies

GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

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