Probability & Statistics

Complex adaptive systems

By Baptiste Mokas
  • Last update 22/09/2023
  • English


Welcome to the enthralling journey of "Systems Theory and Complex Adaptive Systems." This course invites you to embark on a thought-provoking exploration of the principles and applications of systems theory, unraveling the intricacies of complex adaptive systems that permeate our world. Picture yourself immersing in a world where interconnectedness, emergence, and adaptation form the very essence of our existence, and where understanding these dynamics unlocks the door to innovative problem-solving and transformative technologies.

As you step into this course, you'll dive headfirst into the realm of systems thinking, a holistic approach to problem-solving that transcends reductionism. You'll uncover the nature of complexity within systems, exploring concepts of emergence, self-organization, and the intriguing phenomena of nonlinearity and chaos. The course takes you through the fundamentals of feedback and control, illuminating how systems maintain equilibrium and adapt to changes, drawing inspiration from the field of cybernetics.

But it doesn't stop at theory alone. This course equips you with the skills to navigate complex adaptive systems, as you delve into agent-based modeling, where adaptive agents interact within intricate networks, leading to emergent behavior. Evolutionary dynamics will become second nature, as you explore evolutionary algorithms, genetic algorithms, and the dynamics of co-evolution.

With a solid mathematical foundation, you'll analyze systems using dynamical systems theory, navigate network complexities with graph theory, and decode information flow through information theory. The applications are boundless, spanning biological systems, where you'll delve into evolutionary biology and ecological modeling, to socioeconomic systems, unraveling the intricacies of economics, social networks, and market dynamics. Engineering and technology applications abound, from robotic swarms to self-organizing networks and the management of smart grids.

This course is your gateway to understanding and harnessing the power of complex adaptive systems, whether you're a scientist, a researcher, an engineer, or simply someone captivated by the intricacies of our dynamic world.

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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

    Complex adaptive systems

    Complex adaptive systems

  • weeki Weeki
  • PriceFree
  • LevelIntermediate
  • Course duration4h
  • LanguageEnglish
  • InstructorBaptiste Mokas

#SystemsTheory #ComplexAdaptiveSystems #EmergentBehavior

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