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Differential Stability of Two-Stage Stochastic Programs [PDF]

open access: yesSIAM Journal on Optimization, 2000
Summary: Two-stage stochastic programs with random right-hand side are considered. Optimal values and solution sets are regarded as mappings of the expected recourse functions and their perturbations, respectively. Conditions are identified implying that these mappings are directionally differentiable and semidifferentiable on appropriate functional ...
Darinka Dentcheva, Werner Römisch
exaly   +3 more sources

Risk-Based Two-Stage Stochastic Optimization Problem of Micro-Grid Operation with Renewables and Incentive-Based Demand Response Programs

open access: yesEnergies, 2018
The operation problem of a micro-grid (MG) in grid-connected mode is an optimization one in which the main objective of the MG operator (MGO) is to minimize the operation cost with optimal scheduling of resources and optimal trading energy with the main ...
Pouria Sheikhahmadi   +4 more
doaj   +3 more sources

On Generating Lagrangian Cuts for Two-Stage Stochastic Integer Programs

open access: yesINFORMS Journal on Computing, 2022
We investigate new methods for generating Lagrangian cuts to solve two-stage stochastic integer programs. Lagrangian cuts can be added to a Benders reformulation and are derived from solving single scenario integer programming subproblems identical to those used in the nonanticipative Lagrangian dual of a stochastic integer program.
James Luedtke, Rui Chen
exaly   +3 more sources

A note on scenario reduction for two-stage stochastic programs [PDF]

open access: yesOperations Research Letters, 2007
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Werner Römisch
exaly   +3 more sources

Dealing with Stochasticity in Wood Remanufacturing Operations Planning [PDF]

open access: yesInternational Journal of Mathematical, Engineering and Management Sciences, 2021
The planning process of wood remanufacturing operations encompasses challenging characteristic, including divergent co-production (one log tree may produce several different products), alternative processes (different receipts exist to produce the same ...
Rezvan Rafiei   +2 more
doaj   +1 more source

Economic efficiency of poultry egg production in Surkhandarya province, Uzbekistan [PDF]

open access: yesE3S Web of Conferences, 2023
The study assessed the determinants of efficiency of poultry egg production in Surkhandarya province of Uzbekistan. Data was collected through a multi-stage sampling technique and analysed using stochastic production frontier.
Ismoilov Zukhriddin   +2 more
doaj   +1 more source

Security-Constrained Unit Commitment in the Presence of Demand Response Programs and Electric Vehicles [PDF]

open access: yesInternational Journal of Industrial Electronics, Control and Optimization, 2020
In recent years, concerns about environmental pollutions have risen and in this respect, the power system and transportation section have been introduced as the main sources of their emission.
Mohsen Ramzanzadeh   +3 more
doaj   +1 more source

A Review on the Performance of Linear and Mixed Integer Two-Stage Stochastic Programming Software

open access: yesAlgorithms, 2022
This paper presents a tutorial on the state-of-the-art software for the solution of two-stage (mixed-integer) linear stochastic programs and provides a list of software designed for this purpose.
Juan J. Torres   +3 more
doaj   +1 more source

Convex Stochastic Approaches for the Optimal Allocation of Distributed Energy Resources in AC Distribution Networks with Measurements Fitted to a Continuous Probability Distribution Function

open access: yesEnergies, 2023
This paper addresses the optimal stochastic allocation of distributed energy resources in distribution networks. Typically, uncertain problems are analyzed in multistage formulations, including case generation routines, resulting in computationally ...
Diego Mendoza Osorio   +1 more
doaj   +1 more source

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