[HTML][HTML] Similarity-based decomposition algorithm for two-stage stochastic scheduling

D Montes, JL Pitarch, C de Prada - Computers & Industrial Engineering, 2024 - Elsevier
This paper presents a novel decomposition method for two-stage stochastic mixed-integer
optimization problems. The algorithm builds upon the idea of similarity between finite …

Application of modified progressive hedging for stochastic unit commitment in electricity-gas coupled systems

H Liu, X Shen, Q Guo, H Sun… - CSEE Journal of …, 2020 - ieeexplore.ieee.org
The increasing number of gas-fired units has significantly intensified the coupling between
electric and gas power networks. Traditionally, nonlinearity and nonconvexity in gas flow …

Multiperiod transshipment location–allocation problem with flow synchronization under stochastic handling operations

R Giusti, D Manerba, R Tadei - Networks, 2021 - Wiley Online Library
The transshipment location–allocation problem consists of locating transshipment facilities
(eg, intermodal hubs) of a transportation network and allocating freight flows through them …

A Three-Stage Relief Network Design Approach for Predictable Disasters Considering Time-Dependent Uncertainty

J Li, F Chu, A Che, Y Yin - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Relief network design for predictable disasters is a key issue in humanitarian logistics.
However, existing studies on relief network design have not simultaneously considered …

PAMSO: Parametric Autotuning Multi-time Scale Optimization Algorithm

A Ramanujam, C Li - arXiv preprint arXiv:2407.16570, 2024 - arxiv.org
Optimization models with decision variables in multiple time scales are widely used across
various fields such as integrated planning and scheduling. To address scalability challenges …

Decomposition of two-stage stochastic scheduling problems via similarity index

D Montes, JL Pitarch, C de Prada - Computer Aided Chemical Engineering, 2022 - Elsevier
Two-stage stochastic scheduling problems (TSSP) are computationally demanding and
challenging to solve in a monolithic fashion, as they often involve numerous discrete and …

Extending the SI Decomposition to Continuous-Time Two-Stage Scheduling Problems

D Montes, JL Pitarch, C de Prada - Computer Aided Chemical Engineering, 2023 - Elsevier
Scheduling often involves making decisions in presence of uncertainty, which governs the
pricing of raw materials, energy, resource availability, demands, etc. A common approach to …

[PDF][PDF] Multi-period transshipment location-allocation problem with stochastic synchronized operations

R Giusti, D Manerba, R Tadei - Networks (to appear), 2020 - core.ac.uk
Abstract The Transshipment Location-Allocation Problem consists of locating transshipment
facilities (eg, inter-modal hubs) of a transportation network and allocating freight flows trough …

[PDF][PDF] ALGORITMO PROGRESSIVE HEDGING APLICADO AO PROBLEMA DE GESTÃO DE ATIVOS E PASSIVOS DE FUNDOS DE PENSÃO

AAOPDEG DE - sig-arquivos.cefetmg.br
Esta dissertação propõe um algoritmo eficiente para resolver um modelo de programação
estocástica de gestão de ativos e passivos de fundos de pensão. Para tanto, foi …