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Benders Decomposition

A new Approach Versus Benders Decomposition in Aggregate Production Planning

A new Approach Versus Benders Decomposition in Aggregate Production Planning

... Abstract This paper proposes a simplified solution procedure to the model presented by Akinc and Roodman. The Bendersdecomposition procedure for analyzing this model has been developed, and its ...

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Benders’ decomposition algorithm to solve bi-level bi-objective scheduling of aircrafts and gate assignment under uncertainty

Benders’ decomposition algorithm to solve bi-level bi-objective scheduling of aircrafts and gate assignment under uncertainty

... Jung and Laguna (2003) proposed a heuristic algorithm based on the division of the time. The planning horizon is dividedinto several sections so that each section is the sub-problem from the initial problem. Each ...

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Reliable location-allocation model for congested systems under disruptions using accelerated Benders decomposition

Reliable location-allocation model for congested systems under disruptions using accelerated Benders decomposition

... This paper aims to propose a reliable location-allocation model where facilities are subject to the risk of disruptions. Since service facilities are expected to satisfy random and heavy demands, we model the congested ...

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Benders Decomposition Algorithm for Competitive Supply Chain Network Design under Risk of Disruption and Uncertainty

Benders Decomposition Algorithm for Competitive Supply Chain Network Design under Risk of Disruption and Uncertainty

... Investigating the literature of CSCND and SCND under risk of disruption demonstrates that competition and disruption are considered simultaneously in a few studies. Most of the studies ignore this fact that any ...

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On High-Performance Benders-Decomposition-Based Exact

Methods with Application to Mixed-Integer and Stochastic

Problems

On High-Performance Benders-Decomposition-Based Exact Methods with Application to Mixed-Integer and Stochastic Problems

... a decomposition method that combines the complementary advantages of the classical Benders and Lagrangian dual decomposition ...classical Benders decomposition ...

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Benders Decomposition Algorithm for Robust Aggregate Production Planning Considering Pricing Decisions in Competitive Environment: A Case Study

Benders Decomposition Algorithm for Robust Aggregate Production Planning Considering Pricing Decisions in Competitive Environment: A Case Study

... Abstract. In operations research, bi-level programming is a mathematical modeling which has another optimization problem as a constraint. In the present research, regarding the current intense competition among large ...

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Benders decomposition algorithm for a green closed-loop supply chain under a build-to-order environment

Benders decomposition algorithm for a green closed-loop supply chain under a build-to-order environment

... Although there are several approaches to solve mixed-integer bi-objective models, exact methods are suitable. Our problem is presented by a mixed-integer linear model and can be divided into sub- problems. Then, we use ...

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Application of Modified Benders Decomposition to Single Stage  Multi Commodity Multi Period Warehouse Location Problem: An Empirical Investigation

Application of Modified Benders Decomposition to Single Stage Multi Commodity Multi Period Warehouse Location Problem: An Empirical Investigation

... of Benders’ ...the Benders’ Partitioning algorithm and try to get best results in terms of upper bound and number of iterations so that solving large sized problems in real life could become ...

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Reliable Network Design Problem under Node Failure with Benders Decomposition

Reliable Network Design Problem under Node Failure with Benders Decomposition

... under Benders decomposition Then we transform the MIP model into many single scenario models, that is, simplified MIPs, nonlinear programming (NLP) models and MIP mod- els under Benders ...on ...

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A Benders decomposition algorithm for multi-factory scheduling problem with batch delivery

A Benders decomposition algorithm for multi-factory scheduling problem with batch delivery

... Benders decomposition is a well-known approach for handling complicating variables, which increase com- putational diculty of the problem. In fact, it is appropriate for modeling of the problem, which can ...

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Accelerated Benders’ Decomposition for Integrated Forward/Reverse Logistics Network Design under Uncertainty

Accelerated Benders’ Decomposition for Integrated Forward/Reverse Logistics Network Design under Uncertainty

... Listes, " A decomposition approach to a stochastic model for supply and return network design," 397. Econometric Institute Reports, vol[r] ...

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Ancestral Benders' Cuts and Multi-term Disjunctions for Mixed-Integer Recourse Decisions in Stochastic Programming

Ancestral Benders' Cuts and Multi-term Disjunctions for Mixed-Integer Recourse Decisions in Stochastic Programming

... Subsequent to the work of [Carøe and Tind, 1998], most authors addressed some sub-class of the two-stage SMIP problem. For instance, the global optimization algorithm of [Ahmed et al., 2004] as- sumed fixed tenders (i.e. ...

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Evaluation of factors affecting Bar Benders and Steel Fixers Productivity of an Infrastructure Project in India by AHP

Evaluation of factors affecting Bar Benders and Steel Fixers Productivity of an Infrastructure Project in India by AHP

... Bar Benders and Steel Fixers who are responsible for bending, cutting and fitting of reinforcement bars contribute majorly in timely completion of the ...bar benders and steel fixers are needed to complete ...

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The estimation and decomposition of tourism productivity

The estimation and decomposition of tourism productivity

... accounting” decomposition (Caselli, 2005), which has the advantage of providing not only growth measures but also estimates of productivity levels, and the so called “growth regressions” where productivity is not ...

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Composite Binary Decomposition Networks

Composite Binary Decomposition Networks

... even automatic search way such as NASNet (Zoph and Le 2016), PNASNet (Liu et al. 2017a). Second, training-time network optimization tries to simplify the pre-defined net- work structures on neural connections (Han et al. ...

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Computable Shell Decomposition Bounds

Computable Shell Decomposition Bounds

... For q ≥ e(h) ˆ we know that D( e(h)||q) ˆ is a monotonically increasing function of q. It is reasonable to assume that for q ≤ 1/2 we also have that ¯ s(q) is a monotonically increasing function of q. But even under ...

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Decomposition Models of Parallel Algorithms

Decomposition Models of Parallel Algorithms

... On the given illustrative examples of chosen parallel algorithms (numerical integration, matrix multiplication) we have been demonstrated great influence of selection of decomposition model to their potential ...

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Primary Decomposition in Lattice Modules

Primary Decomposition in Lattice Modules

... primary decomposition in which distinct primaries are associated with distinct ...primary decomposition is also called an irredundant primary decomposition, reduced primary decomposition or ...

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The Staircase Decomposition for Reductive Monoids

The Staircase Decomposition for Reductive Monoids

... the decomposition above is seen to be the unique permutation matrix from Bruhat’s decomposition for the primary ...A decomposition for the upper and lower staircase matrices is given as ...

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Eigenvector decomposition of a multiresolution operator

Eigenvector decomposition of a multiresolution operator

... Level 1 eigenpatterns Level 1 eigenpatterns weight"d by their eigenvalues Level 3 eigenpatterns weighted by tbeir eigeovalues Level 6 eigenpatterns weighted by their eigenvalues Oriented[r] ...

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