Nature’s Patterns and the Fractional Calculus
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Bruce J. West
About this book
Complexity increases with increasing system size in everything from organisms to organizations. The nonlinear dependence of a system’s functionality on its size, by means of an allometry relation, is argued to be a consequence of their joint dependency on complexity (information). In turn, complexity is proven to be the source of allometry and to provide a new kind of force entailed by a system‘s information gradient. Based on first principles, the scaling behavior of the probability density function is determined by the exact solution to a set of fractional differential equations. The resulting lowest order moments in system size and functionality gives rise to the empirical allometry relations. Taking examples from various topics in nature, the book is of interest to researchers in applied mathematics, as well as, investigators in the natural, social, physical and life sciences.
Contents
Complexity
Empirical allometry
Statistics, scaling and simulation
Allometry theories
Strange kinetics
Fractional probability calculus
- First ever mathematical treatment of allometry independent of disciplines.
- Employs fractional calculus to capture complexity in allometry.
- Discusses the role of scaling in the control of complex systems in allometry relations.
Author / Editor information
Bruce J. West, US Army Research Office, Cary, US
Topics
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Frontmatter
I -
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Foreword
V -
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Acknowledgement
IX -
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Contents
XI -
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1. Complexity
1 -
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2. Empirical allometry
35 -
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3. Statistics, scaling and simulation
61 -
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4. Allometry theories
83 -
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5. Strange kinetics
113 -
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6. Fractional probability calculus
153 -
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Epilogue
171 -
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Bibliography
175 -
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Index
191
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