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math.OC2025
A Quantum Model for Constrained Markowitz Modern Portfolio Using Slack Variables to Process Mixed-Binary Optimization under QAOA
Pablo Thomassin, Guillaume Guerard, Sonia Djebali +1
Effectively encoding inequality constraints is a primary obstacle in applying quantum algorithms to financial optimization. A quantum model for Markowitz portfolio optimization is…
math.OC2025
A Context-Free Smart Grid Model Using Complex System Approach
Soufian Ben Amor, Alain Bui, Guillaume Guerard
Energy and pollution are urging problems of the 21th century. By gradually changing the actual power grid system, smart grid may evolve into different systems by means of size, ele…