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Focusing on both continuous and discrete dynamical systems, this textbook offers a practical approach that guides readers from foundational theory to advanced research areas, including nonlinear ordinary differential equations and neural networks. Utilizing Python's powerful visualization and simulation capabilities, it explores nonlinear dynamical systems through numerical algorithms and illustrative diagrams, making complex concepts accessible and engaging for learners.
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Dynamical Systems with Applications using Python, Stephen Lynch
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- 2019
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