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Christian Pérez

Polytechnic University of Valencia

Camino de Vera, s/n

Valencia, 46022

Spain

SCHOLARLY PAPERS

2

DOWNLOADS

79

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Optimizing Energy Efficiency in Unrelated Parallel Machine Scheduling Problem Through Reinforcement Learning

Number of pages: 32 Posted: 19 Dec 2023
Christian Pérez, Carlos March and Miguel Salido
Polytechnic University of Valencia, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 71 (875,328)

Abstract:

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Unrelated Parallel Machine Scheduling Problem (UPMSP)Genetic Algorithm (GA)Reinforcement Learning (RL)Energy EfficiencySustainable Scheduling

2.

Predict for Pruning: Graph Neural Network-Based Makespan Prediction for Solver Pruning in Job Shop Scheduling

Number of pages: 40 Posted: 08 Jul 2026
Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 8

Abstract:

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Job shop scheduling, Graph neural networks, Makespan prediction, Solver guidance, Constraint programming, Machine learning for optimization