MODELS OF STOCHASTIC DYNAMICS OF DEVELOPMENT OF INDUSTRIAL ENTERPRISES WITH LAGGING INTERNAL AND EXTERNAL INVESTMENTS

The article proposes new stochastic models of the dynamic development of enterprises that restore their production at the expense of internal and external lagging investments.Systems of stochastic differential balance equations for such enterprises are established, describing random changes in factors of production and output.Proportional, progress

Efficiently handling long contexts in transformer-based language models with low perplexity is an active area of research.Numerous recent approaches like Linformer, Longformer, Performer, and Structured state space models (SSMs), have not fully resolved this problem.All these models strive to reduce the quadratic time complexity of the attention me