Probability & Statistics

Exploring Complex Systems and Dynamical Patterns.

Certification

1038 participants

Last updated May, 19, 2024

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What skills will you learn ?
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Overview

Welcome to the exhilarating voyage of "Exploring Complex Systems and Dynamical Patterns." This course beckons you to dive deep into the intriguing world of complex systems and dynamical patterns, where order arises from chaos, and the essence of natural phenomena reveals itself through mathematics. Picture yourself embarking on this intellectual odyssey, where you'll traverse the fascinating landscapes of complex systems, dynamical systems, chaos theory, and fractals.

As you step into the course, you'll first be introduced to the captivating realm of complex systems. You'll gain an understanding of their intricate definitions, characteristics, and real-world examples, spanning biology, physics, economics, and more. The journey continues with an exploration of dynamical systems, elucidating key concepts and types, from discrete to continuous systems.

Mathematical tools will become your companions as you navigate this intricate terrain. You'll distinguish between linear and nonlinear systems and delve into the elegant world of phase space representation. State variables and trajectories will be your guides, unveiling the intricate dance of systems in their phase portraits.

Stability analysis will be your compass, allowing you to identify equilibrium points, employ Lyapunov stability theory, and dive into time series analysis, uncovering the secrets of attractors and chaos. Real-world applications and case studies will illuminate the profound role of dynamical systems in biology, physics, and economics.

In the second part, the course delves into discrete dynamical systems, providing a solid foundation in their basics, fixed points, periodic orbits, cobweb diagrams, chaos, and fractals. Applications in population models and ecology will further enrich your understanding.

Part three explores continuous dynamical systems, where you'll unravel the basics of differential equations, phase space, and equilibria. Linear systems and stability analysis will become second nature, leading to an exploration of nonlinear dynamics and chaos, epitomized by the famous Lorenz system. Phase plane analysis will be your tool for understanding complex behaviors, including limit cycles and bifurcations. Applications in fluid dynamics and chemical reactions will further connect theory with practice.

The final part delves into chaos theory and fractals, offering insights into the foundations of chaos, strange attractors, fractal geometry, and multidimensional chaos. You'll uncover methods for chaos control and synchronization, as well as applications in weather forecasting and image compression. Finally, you'll explore cutting-edge research in chaotic dynamics and fractals, witnessing their impact on modern technology.

This course is your gateway to unraveling the intricate tapestry of complex systems and dynamical patterns, whether you're an aspiring scientist, a researcher, an engineer, or simply someone captivated by the beauty of chaos and order.

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Instructor

Baptiste Mokas - Weeki

Polymath & Multipotential. Founder of @Weeki - The Endless Visual Workspace for Scientific Collaboration | Teacher | Datascientist & ML Engineer | Writer | Music producer | Phd Student in psychoMathematics

License

License

Attribution-NonCommercial-NoDerivatives

You are free to:

Under the following terms:

About University

Université Catholique de Lille

Plus grande Université privée à but non lucratif de France, l'Université Catholique de Lille fonde son action dans les champs de l'enseignement supérieur et de la recherche, et celui du soin, sur la proposition des valeurs humaines et chrétiennes qui l'animent depuis l'origine. Humaniste et ouverte à la diversité, elle s’inscrit, depuis sa fondation, dans un territoire qui la porte autant qu’elle cherche à le faire réussir.

Avec la créativité et l’innovation comme fils conducteurs, l’Université Catholique de Lille participe, en lien étroit avec ses partenaires, à la construction du monde de demain par ses projets de recherche, d’entrepreneuriat, d’inclusion des populations les plus vulnérables et de transition énergétique et sociétale.

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  • Université Catholique de Lille
  • PriceFree
  • LevelIntermediate
  • Course duration4h
  • LanguageEnglish

#ComplexSystems #DynamicalPatterns #ChaosTheory

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