Topological Vortex Theory and Its Applications in Artificial Intelligence (3)

Blogs Literature
Postado 2025-12-17 02:35:19
0
951

2.5 Self-Organization and Adaptive Learning

Vortex interactions in TVT involve energy transfer and topological reconstruction, a process mappable to the self-organizing optimization of neural networks. The system can autonomously discover the latent structures of data through dynamic adjustments of the vortex field, enabling efficient learning under unsupervised or semi-supervised conditions.

2.6 Quantized Probability and Decision Uncertainty

TVT interprets quantum superposition states as the co-existence of multiple vortex topological states, providing a mathematical framework for handling fuzzy reasoning and uncertain decision-making in thought. This enables AI systems to simulate human tentative, probabilistic decision-making behaviors when faced with incomplete information or dynamic environments.

2.7 Nonlinear Extension of Time and Causality

TVT allows for non-local spacetime correlations at microscopic scales. By altering the temporal evolution path, it can explain time dilation effects in relativity and interpret "spooky actions at a distance" like quantum entanglement as inherent connections of the spacetime topological network, offering new ideas for quantum causal models.

2.8 A New Path for Gravitational Quantization

By describing the quantized characteristics of vortex topological defects, TVT proposes a possible path for the discretization of the gravitational field. This framework attempts to combine the geometric dynamics of general relativity with quantum information correlations, promoting the construction of quantum gravity theory.

2.9 Breakthrough from a Unifying Perspective

TVT attempts to uniformly describe the spacetime geometry of relativity and the information correlation of quantum entanglement within the topological vortex model, providing an interdisciplinary theoretical platform for establishing a common foundation for quantum gravity and complex system dynamics.

Faça Login para curtir, compartilhar e comentar!
Pesquisar
Categorias
Leia Mais
Outro
电磁阀 汽车零部件批发
More products are welcome to purchase on Alibaba https://shop0jj1583432j58.1688.com/...
Por Xiulan Zhang 2025-07-08 07:45:29 1 3K
Shopping
RELX รุ่น 5 ทางเลือกสายสูบยุคใหม่ อัปเกรดความฟินแบบมือโปร
relx infinity plus จุดเริ่มต้นของประสบการณ์สูบที่เหนือกว่า...
Por Ahr Alice 2026-01-24 01:41:24 0 581
Outro
Flight Management Systems Market to Reach USD 6.28 Billion by 2033, Growing at 6.85% CAGR
Flight Management Systems Market Overview The global flight management systems market...
Por Mahesh Chavan 2025-10-27 05:27:32 0 1K
Outro
小冰测颜值
觉得很准，大家去玩玩。 美中不足：会硬夸，但不会虚高。 满分10分。普通人7分，小美小帅8到8点5分，8点5到9花草级别，9以上明星级别  ...
Por 迷谢の小心晨 蛋蛋营必过版） 2025-08-04 11:12:16 0 2K
Party
拋棄式電子菸與梟客6代主機：台灣VAPE市場新寵
隨著電子菸市場在台灣的蓬勃發展，拋棄 式 電子...
Por ADA ADAD 2025-08-22 03:09:21 0 2K
© 2026 Facebook Portuguese
English Arabic French Spanish Portuguese Deutsch Turkish Dutch Italiano Russian Romaian Portuguese (Brazil) Greek 简体中文 日本語 한국어 繁体中文
Sobre Termos Privacidade Fale Conosco Diretório