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Now showing items 61-70 of 105
A two-stage stochastic integer programming approach
(2005)
We present an algorithmic approach for solving two-stage stochastic mixed 0-1 problems. The first stage constraints of the Deterministic Equivalent Model have 0--1 variables and continuous variables. The approach uses the ...
Some experiments on solving multistage stochastic mixed 0-1 programs with time stochastic dominance constraints
(2015)
In this work we extend to the multistage case two recent risk averse measures for two-stage stochastic
programs based on first- and second-order stochastic dominance constraints induced by mixed-integer linear
recourse. ...
On downloading and using COIN-OR for solving linear/integer optimization problems
(2010)
The aim of this technical report is to present some detailed explanations in order to help to use the open source software for optimization COIN-OR. In particular, we describe how to download, install and use the corresponding ...
A note on the implementation of the BFC-MSMIP algorithm in C++ by using COIN-OR as an optimization engine
(2010)
The aim of this technical report is to present some detailed explanations in order to help to understand and use the algorithm Branch and Fix Coordination for solving MultiStage Mixed Integer Problems (BFC- MSMIP). We have ...
MPI parallel programming of mixed integer optimization problems using CPLEX with COIN-OR
(2012)
The aim of this technical report is to present some detailed explanations in order to help
to understand and use the Message Passing Interface (MPI) parallel programming for solving
several mixed integer optimization ...
A parallelizable algorithmic framework for solving large scale multi-stage stochastic mixed 0-1 problems under uncertainty
(2011-02)
In this paper we present a parallelizable scheme of the Branch-and-Fix Coordination algorithm for solving medium and large scale multi-stage mixed 0-1 optimization problems under uncertainty. The uncertainty is represented ...
On solving two stage stochastic linear problems by using a new approach, Cluster Benders Decomposition
(2010-11)
The optimization of stochastic linear problems, via scenario analysis, based on Benders decomposition requires to appending feasibility and/or optimality cuts to the master problem until the iterative procedure reaches the ...
On Downloading and Using CPLEX within COIN-OR for Solving Linear/Integer Optimization Problems
(2011-11)
The aim of this technical report is to present some detailed explanations in order to use the solver CPLEX within COIN-OR
environment. In particular, we describe how to download, install and use the corresponding source ...
Risk management for mathematical optimization under uncertainty
(2016)
We present a general multistage stochastic mixed 0-1 problem where the uncertainty appears everywhere in the objective function, constraints matrix and right-hand-side. The uncertainty is represented by a scenario tree ...
Two-Stage Nonparametric Regression for Longitudinal Data
(1999-01)
In the analysis of longitudinal data it is of main interest to investigate the existence of group and individual effects under correlated observations across time. In this paper, we develop a nonparametric two-step procedure ...