Collaborative edge-cLoud continuum and Embedded AI for a Visionary industry of thE futuRe
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. π Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=trueπ Check the updates from the website: www.cleverproject.eu π 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.π Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=trueπ Check the updates from the website: www.cleverproject.eu π 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-drivenβbut mathematically inevitable. An insight for economists designing decentralized systems.π Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=trueπ Check the updates from the website: www.cleverproject.eu π 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.π Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=trueπ Check the updates from the website: www.cleverproject.eu π Full paper in: https://zenodo.org/records/15124064
How Aggregators Stabilize Digital Marketplaces
Demand aggregators smooth volatility in decentralized procurement ecosystems. As autonomous agents join, risk equilibrates. This theory underpins blockchain and IoT market behavior. A forward-looking model for digital economies.π Follow us on LinkedIn! https://www.linkedin.com/company/clever-project/?viewAsMember=trueπ Check the updates from the website: www.cleverproject.eu π Full paper in: https://zenodo.org/records/15124064
