Evolutionary dynamics : exploring the equations of life

By: Nowak, Martin APublication details: Massachusetts: Harvard University Press, Belknap Press, [c2006]Description: 363pISBN: 9780674023383 (hardback)Subject(s): Evolution (Biology) | Mathematical modelsLOC classification: QH371.3.M37Online resources: Google books (partial access)
Contents:
Chapter 1 Introduction Chapter 2 What Evolution Is Chapter 3 Fitness Landscapes and Sequence Spaces Chapter 4 Evolutionary Games Chapter 5 Prisoners of the Dilemma Chapter 6 Finite Populations Chapter 7 Games in Finite Populations Chapter 8 Evolutionary Graph Theory Chapter 9 Spatial Games Chapter 10 HIV Infection Chapter 11 Evolution of Virulence Chapter 12 Evolutionary Dynamics of Cancer Chapter 13 Language Evolution Chapter 14 Conclusion Further Reading
Summary: At a time of unprecedented expansion in the life sciences, evolution is the one theory that transcends all of biology. Any observation of a living system must ultimately be interpreted in the context of its evolution. Evolutionary change is the consequence of mutation and natural selection, which are two concepts that can be described by mathematical equations. Evolutionary Dynamics is concerned with these equations of life. In this book, Martin A. Nowak draws on the languages of biology and mathematics to outline the mathematical principles according to which life evolves. His work introduces readers to the powerful yet simple laws that govern the evolution of living systems, no matter how complicated they might seem. Evolution has become a mathematical theory, Nowak suggests, and any idea of an evolutionary process or mechanism should be studied in the context of the mathematical equations of evolutionary dynamics. His book presents a range of analytical tools that can be used to this end: fitness landscapes, mutation matrices, genomic sequence space, random drift, quasispecies, replicators, the Prisoner’s Dilemma, games in finite and infinite populations, evolutionary graph theory, games on grids, evolutionary kaleidoscopes, fractals, and spatial chaos. Nowak then shows how evolutionary dynamics applies to critical real-world problems, including the progression of viral diseases such as AIDS, the virulence of infectious agents, the unpredictable mutations that lead to cancer, the evolution of altruism, and even the evolution of human language. His book makes a clear and compelling case for understanding every living system—and everything that arises as a consequence of living systems—in terms of evolutionary dynamics.--- Summary provided by the publisher.
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Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Book Book ICTS
Biophysics Rack No 14 QH371.3.M37 (Browse shelf (Opens below)) Available 02843
Book Book ICTS
Biophysics Rack No 14 QH371.3.M37 (Browse shelf (Opens below)) Available 02844
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Chapter 1 Introduction
Chapter 2 What Evolution Is
Chapter 3 Fitness Landscapes and Sequence Spaces
Chapter 4 Evolutionary Games
Chapter 5 Prisoners of the Dilemma
Chapter 6 Finite Populations
Chapter 7 Games in Finite Populations
Chapter 8 Evolutionary Graph Theory
Chapter 9 Spatial Games
Chapter 10 HIV Infection
Chapter 11 Evolution of Virulence
Chapter 12 Evolutionary Dynamics of Cancer
Chapter 13 Language Evolution
Chapter 14 Conclusion

Further Reading

At a time of unprecedented expansion in the life sciences, evolution is the one theory that transcends all of biology. Any observation of a living system must ultimately be interpreted in the context of its evolution. Evolutionary change is the consequence of mutation and natural selection, which are two concepts that can be described by mathematical equations. Evolutionary Dynamics is concerned with these equations of life. In this book, Martin A. Nowak draws on the languages of biology and mathematics to outline the mathematical principles according to which life evolves. His work introduces readers to the powerful yet simple laws that govern the evolution of living systems, no matter how complicated they might seem.

Evolution has become a mathematical theory, Nowak suggests, and any idea of an evolutionary process or mechanism should be studied in the context of the mathematical equations of evolutionary dynamics. His book presents a range of analytical tools that can be used to this end: fitness landscapes, mutation matrices, genomic sequence space, random drift, quasispecies, replicators, the Prisoner’s Dilemma, games in finite and infinite populations, evolutionary graph theory, games on grids, evolutionary kaleidoscopes, fractals, and spatial chaos. Nowak then shows how evolutionary dynamics applies to critical real-world problems, including the progression of viral diseases such as AIDS, the virulence of infectious agents, the unpredictable mutations that lead to cancer, the evolution of altruism, and even the evolution of human language. His book makes a clear and compelling case for understanding every living system—and everything that arises as a consequence of living systems—in terms of evolutionary dynamics.--- Summary provided by the publisher.

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