Integrated Resource Management in the Digital Ecosystem of the Enterprise Based on Intelligent Consorts

Development of big data assisted effective enterprise resource planning framework for smart human resource management

“…Novikov et al [30] It is a method that predicts enterprises' exact production and manufacturing range.…”

Spectral Decomposition of Gramians of Continuous Linear Systems in the Form of Hadamard Products

“…In recent years, there has been an interest in developing methods for computing various energy metrics to analyze the stability and degree of controllability, reachability, and observability of these systems. A number of papers proposed such metrics for linear and unstable linear systems [14][15][16][17][18][19][20][21]. In another paper [16], simplified models of large networks based on controllability Gramians were proposed, allowing the computation of energy metrics.…”

“…It is known that energy-efficient control problems are also solved using Gramians. In recent years, these approaches have been developed for complex energy systems, as well as social, transportation, and biological networks in [17][18][19]. In [16,17], it was shown that the closer the eigenvalues of the dynamics matrix are located to the imaginary axis, the less energy is required to make the system or network fully controllable.…”

“…In [16,17], it was shown that the closer the eigenvalues of the dynamics matrix are located to the imaginary axis, the less energy is required to make the system or network fully controllable. In [19][20][21], these ideas were developed for digital ecosystems, vibroacoustic control systems, and thermal plant control systems. Thus, the degree of controllability (reachability) of a network is related to the minimum amount of energy, which allows us to introduce new metrics in the form of the minimum eigenvalue of the controllability Gramian and the maximum eigenvalue of its inverse Gramian, as well as the traces of these Gramians.…”