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Chapter 1 | The Alexander Polynomial: Knot Theory | 1 |
Knot History, Mathematics | ||
Have Knot, Will Unravel | ||
What Color Is Your Knot? | ||
Unwinding DNA | ||
Alexander's Great Invariant | ||
Getting Physical | ||
All Tangled Up | ||
Appendix | Knots and Energy | |
Chapter 2 | The Hopf Bifurcation Theorem: Dynamical System Theory | 35 |
What Is a Dynamical System? | ||
In the Long Run | ||
Stability | ||
At the Center of Things | ||
Forks in the Flow | ||
Gradient Dynamical Systems and Elementary Catastrophes | ||
A Strangeness in the Attraction | ||
Up, Up, Down and Away | ||
The Lyapunov Exponents | ||
Chaos among the Planets | ||
The Correlation Dimension | ||
Gold Bugs and Efficient Markets | ||
Domains of Attraction | ||
A Mountain Is Not a Cone and a Cloud Is Not a Sphere | ||
Computing the Fractal Dimension | ||
The Fractal Dimension of a River Basin | ||
Bach and Fractal Music | ||
Fractals and Domains of Attraction | ||
Chapter 3 | The Kalman Filter: Control Theory | 101 |
Looking for Life | ||
Can You Get There from Here? | ||
The Problem of Reachability | ||
The Problem of Observation | ||
Complete Observability | ||
Duality | ||
A Nonlinear Interlude | ||
Sharks and Minnows | ||
Linear Stability Analysis | ||
What's Best? | ||
The Pontryagin Minimum Principle | ||
Feedback Control and Dynamic Programming | ||
The Minimum Principle versus Dynamic Programming | ||
Getting the Best of It | ||
State Estimation | ||
The Kalman Filter | ||
Duality--Yet Again | ||
Chapter 4 | The Hahn-Banach Theorem: Functional Analysis | 155 |
The Big Picture | ||
Problems at Infinity | ||
The Tale of Two Coffee Houses | ||
Spaces and Functionals | ||
Minimum Distances and Maximum Profits | ||
The Other Side of a Space | ||
But Does It Exist? | ||
Big-Time Operators | ||
Quantum Mechanics and Functional Analysis | ||
The Importance of Being Nonlinear | ||
Chapter 5 | The Shannon Coding Theorem: Information Theory | 207 |
Communication, Information, and Life | ||
Making Codes | ||
Huffing and Puffing and Squeezing the Message Down | ||
Symbols, Signals, and Noise | ||
If It Ain't Broken, Fix It Anyway | ||
The Information of the Genes | ||
Randomness, Information, and Computation | ||
Zipf Up That Lip | ||
Appendix | Derivation of the Power Law Form of Zipf's Law | |
References | 255 | |
Index | 263 |
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