Browning Agents and Active Particles : Collective Dynamics in the Natural and Social Sciences
- المؤلف
- Frank Schweitzer
- سنة النشر
- 2007
- الناشر
- Springer
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Physics
- تحميل الكتاب قراءة الكتاب
Lays out a vision for a coherent framework for understanding complex systems'' (from the foreword by J. Doyne Farmer). By developing the genuine idea of Brownian agents, the author combines concepts from informatics, such as multiagent systems, with approaches of statistical many-particle physics. This way, an efficient method for computer simulations of complex systems is developed which is also accessible to analytical investigations and quantitative predictions. The book demonstrates that Brownian agent models can be successfully applied in many different contexts, ranging from physicochemical pattern formation, to active motion and swarming in biological systems, to self-assembling of networks, evolutionary optimization, urban growth, economic agglomeration and even social systems.
الكلمات المفتاحية: Physics and Astronomy / Artificial intelligence / Complex Systems / Economic Theory, Quantitative / Economics, Mathematical methods / Simulation and Modeling / Statistical Physics and Dynamical Systems / Agent based simulations / Agents / Brownian agents / Calculus / Complex networks / Complex system / Complex systems / Computer simulation / Evolution / Multiagent models / Optimization / Simulation
