Designing Evolutionary Algorithms for Dynamic Environments

Designing Evolutionary Algorithms for Dynamic Environments

Ronald W. Morrison , Ronald Morrison
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Jun 15, 2004 · Inglês · Capa dura (146 páginas)
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Detalhes do Livro

Formato Capa dura
Páginas 146
Idioma Inglês
Publicado Jun 15, 2004
Editora Springer
Edição 2004
ISBN-10 3540212310
ISBN-13 9783540212317

Descrição

In a world where change is constant and environments are anything but static, the exploration of Evolutionary Algorithms takes center stage. The work delves into the intricacies of how these algorithms can be fine-tuned to adapt and thrive in fluctuating settings. The author's insights shed light on crucial factors such as robustness, stability, and performance, providing a comprehensive understanding of the challenges presented by dynamic environments.

The narrative is enriched by an in-depth analysis of various strategies used in algorithm design, assessing their effectiveness in real-time adaptations. By examining case studies and practical applications, the author illustrates how these algorithms can not only respond to environmental shifts but also exploit opportunities that arise from them. This exploration not only broadens the reader's understanding of evolutionary computing but also inspires innovative approaches to complex problem-solving in unpredictable circumstances.

Gêneros

Ciência e Tecnologia

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