Name: Genetic AI (en Inglés)
SKU: 66360328
Price: 105.55 USD
Availability: InStock
Author: Geraldine, J. Mercy; Krishnaveni, H.

Formato

Libro Físico

Editorial

LAP Lambert Academic Publishing

Autor

Geraldine, J. Mercy; Krishnaveni, H.

Idioma

Inglés

N° páginas

212

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x1.2 cm

ISBN13

9786209257704

Genetic AI (en Inglés)

Geraldine, J. Mercy; Krishnaveni, H. (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Genetic AI (en Inglés)"

Genetic AI explores how evolutionary principles shape digital intelligence. Part I traces the roots from Darwin to Turing, explaining how populations, fitness, and genotype-phenotype mappings form the conceptual core. Part II introduces the main algorithmic toolkit: Genetic Algorithms for combinatorial search, Evolution Strategies for continuous optimization, Genetic Programming for evolving code, and other paradigms including Evolutionary Programming, Differential Evolution, and multi-modal or multi-objective optimization. Part III focuses on practical applications such as neuroevolution for evolving neural networks, evolutionary robotics for adaptive embodied agents, developmental systems for generative complexity, interactive evolutionary computation driven by human preference, and quality-diversity methods enabling open-ended exploration. Part IV covers the theoretical foundations and large-scale implementations that support efficient evolutionary computation. Part V looks ahead to the future, addressing emerging capabilities and the ethical implications of self-evolving autonomous systems.