Resilient logistics now has to absorb irregular lead times, energy ceilings, unit-load conflicts, and contested custody at the same time. This article assembles a layered decision architecture in which two-sided FKF/FKL spectra diagnose multi-echelon traces, a digital twin carries the synchronized state, and a QUBO / q...
V. Sharma, U. Kanade, S. M. Harle· International Journal of Cre...· 0 citations
Resilient logistics increasingly operate as cyber-physical systems in which sensor observations, mobility constraints, energy availability, authorization, provenance, and optimization must agree before an operational decision is committed. This reconstruction develops a gated digital-twin architecture that places an FK...
V. Sharma, U. Kanade· International Journal of Cre...· 0 citations
This paper develops the QUBO formulation in detail: choice of binary variables, linear and quadratic objective terms, conversion of precedence and resource constraints into penalty functions, and calibration of penalty weights.
U. Kanade· International Journal of Cre...· 0 citations
The theory and practical implementation of quantum annealing for project scheduling and resource-allocation tasks that can be mapped to Ising or Quadratic Unconstrained Binary Optimization models are presented.
U. Kanade· International Journal of Cre...· 0 citations
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