Recent Advances in Artificial Life Contributor(s): Abbass, Hussein A. (Editor), Bossomaier, Terry (Editor), Wiles, Janet (Editor) |
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ISBN: 9812566155 ISBN-13: 9789812566157 Publisher: World Scientific Publishing Company
Binding Type: Hardcover Published: November 2005 Annotation: Artificial life is now a recognized discipline of research with many important applications and software tools. However, many theoretical issues remain unresolved. This book brings together a cross-section of key developments in artificial life, which in turn gives us new insight into the theory of complex systems. The central ideas of the book surround genetics and evolution in an artificial life framework. Topics covered include maintenance of genetic diversity, hierarchical structures and stability of ecosystems. Underpinning these topics are key theoretical developments surrounding network complexity, the development of pattern languages for complex networks and a deeper understanding of the edge of chaos where complex systems live. Practical applications include optimization, gene regulatory networks, modeling the spread of disease and the evolution of ageing. The reader will gain an insight into the mathematical techniques at the core of artificial life and encounter a sufficie Click for more in this series: Advances in Natural Computation |
Additional Information |
BISAC Categories: - Computers | Intelligence (ai) & Semantics - Science | Life Sciences - Genetics & Genomics - Science | Life Sciences - Ecology |
Dewey: 570.117 |
Series: Advances in Natural Computation |
Physical Information: 1.1" H x 6.14" W x 9" L (1.55 lbs) 408 pages |
Themes: - Topical - Ecology |
Descriptions, Reviews, Etc. |
Publisher Description: Artificial life is now a recognized discipline of research with many important applications and software tools. However, many theoretical issues remain unresolved. This book brings together a cross-section of key developments in artificial life, which in turn gives us new insight into the theory of complex systems.The central ideas of the book surround genetics and evolution in an artificial life framework. Topics covered include maintenance of genetic diversity, hierarchical structures and stability of ecosystems. Underpinning these topics are key theoretical developments surrounding network complexity, the development of pattern languages for complex networks and a deeper understanding of the edge of chaos where complex systems live. Practical applications include optimization, gene regulatory networks, modeling the spread of disease and the evolution of ageing.The reader will gain an insight into the mathematical techniques at the core of artificial life and encounter a sufficient diversity of applications to stimulate new directions in their own field. |
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