Collaborative edge-cLoud continuum and Embedded AI for a Visionary industry of thE futuRe
Procurement Optimization for Decentralized Energy and IoT Markets
Backwardation-based procurement applies beyond commodities. It extends to energy trading and IoT-edge computing markets. A flexible framework for digital resource management. Cross-sector innovation rooted in mathematics.🌟 Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true🌟 Check the updates from the website: www.cleverproject.eu 🌟 Full paper in: https://zenodo.org/records/15124064
Coalition Formation as a Stability Mechanism
Stable coalitions in competitive markets reduce cost fluctuations. Game-theoretic insights align with procurement optimization. Collective action creates market resilience. Theory that predicts cooperation under uncertainty. 🌟 Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true🌟 Check the updates from the website: www.cleverproject.eu 🌟 Full paper in: https://zenodo.org/records/15124064
Futures Pricing Meets Supply Chain Analytics
This model connects futures pricing structures with supply chain decision-making. Backwardation is embedded as a variable in procurement equations. A unified framework for market-driven inventory optimization. Bridging finance and operations research.🌟 Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true🌟 Check the updates from the website: www.cleverproject.eu 🌟 Full paper in: https://zenodo.org/records/15124064
Demand Aggregators as Emerging Market Actors
The paper predicts that demand aggregators will naturally arise. Coalitions become self-organizing responses to backwardation. Their emergence is not policy-driven—but mathematically inevitable. An insight for economists designing decentralized systems.🌟 Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true🌟 Check the updates from the website: www.cleverproject.eu 🌟 Full paper in: https://zenodo.org/records/15124064
Numerical Validation of Demand Aggregation
A toy model confirms the analytical theory with Monte Carlo simulations. Joining two or three firms significantly lowers cost volatility. Theory meets computation in elegant alignment. Empirical validation for aggregation economics.🌟 Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=true🌟 Check the updates from the website: www.cleverproject.eu 🌟 Full paper in: https://zenodo.org/records/15124064