Bertsimas Dimitris

Dimitris Bertsimas

Information about the author Dimitris Bertsimas will soon be added to the site.
Found 61 papers in total
Decomposable Markov Decision Processes: A Fluid Optimization Approach
Decomposable Markov Decision Processes: A Fluid Optimization Approach
2016
Decomposable Markov decision processes (MDPs) are problems where the stochastic system...
Robust Product Line Design
Robust Product Line Design
2017
The majority of approaches to product line design that have been proposed by marketing...
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions
2016
We present a new partition‐and‐bound method for multistage adaptive...
OR Forum–Tenure Analytics: Models for Predicting Research Impact
OR Forum–Tenure Analytics: Models for Predicting Research Impact
2015
Tenure decisions, key decisions in academic institutions, are primarily based on...
Fairness and Collaboration in Network Air Traffic Flow Management: An Optimization Approach
Fairness and Collaboration in Network Air Traffic Flow Management: An Optimization Approach
2016
Air traffic flow management (ATFM) attempts to maintain a safe and efficient flow of...
Unified Optimization of Traffic Flows Through Airports
Unified Optimization of Traffic Flows Through Airports
2016
We present a novel integer optimization approach to optimize, in a tractable and...
The Power of Optimization Over Randomization in Designing Experiments Involving Small Samples
The Power of Optimization Over Randomization in Designing Experiments Involving Small Samples
2015
Random assignment, typically seen as the standard in controlled trials, aims to make...
Design of Near Optimal Decision Rules in Multistage Adaptive Mixed-Integer Optimization
Design of Near Optimal Decision Rules in Multistage Adaptive Mixed-Integer Optimization
2015
In recent years, decision rules have been established as the preferred solution method...
Robust Queueing Theory
Robust Queueing Theory
2015
We propose an alternative approach for studying queues based on robust optimization....
On the approximability of adjustable robust convex optimization under uncertainty
On the approximability of adjustable robust convex optimization under uncertainty
2013
In this paper, we consider adjustable robust versions of convex optimization problems...
On the Efficiency‐Fairness Trade‐off
On the Efficiency‐Fairness Trade‐off
2012
This paper deals with a basic issue: How does one approach the problem of designing...
A New Local Search Algorithm for Binary Optimization
A New Local Search Algorithm for Binary Optimization
2013
We develop a new local search algorithm for binary optimization problems, whose...
A Geometric Characterization of the Power of Finite Adaptability in Multistage Stochastic and Adaptive Optimization
A Geometric Characterization of the Power of Finite Adaptability in Multistage Stochastic and Adaptive Optimization
2011
In this paper, we show a significant role that geometric properties of uncertainty...
Performance Analysis of Queueing Networks via Robust Optimization
Performance Analysis of Queueing Networks via Robust Optimization
2011
Performance analysis of queueing networks is one of the most challenging areas of...
The Price of Fairness
The Price of Fairness
2011
In this paper we study resource allocation problems that involve multiple...
An Integer Optimization Approach to Large‐Scale Air Traffic Flow Management
An Integer Optimization Approach to Large‐Scale Air Traffic Flow Management
2011
This paper presents a new integer programming (IP) model for large‐scale...
Robust optimization with simulated annealing
Robust optimization with simulated annealing
2010
Complex systems can be optimized to improve the performance with respect to desired...
Models for minimax stochastic linear optimization problems with risk aversion
Models for minimax stochastic linear optimization problems with risk aversion
2010
We propose a semidefinite optimization (SDP) model for the class of minimax two-stage...
A soft robust model for optimization under ambiguity
A soft robust model for optimization under ambiguity
2010
In this paper, we propose a framework for robust optimization that relaxes the...
On the power of robust solutions in two-stage stochastic and adaptive optimization problems
On the power of robust solutions in two-stage stochastic and adaptive optimization problems
2010
We consider a two-stage mixed integer stochastic optimization problem and show that a...
Optimality of affine policies in multistage robust optimization
Optimality of affine policies in multistage robust optimization
2010
In this paper, we prove the optimality of disturbance-affine control policies in the...
Nonconvex robust optimization for problems with constraints
Nonconvex robust optimization for problems with constraints
2010
We propose a new robust optimization method for problems with objective functions that...
Robust optimization for unconstrained simulation-based problems
Robust optimization for unconstrained simulation-based problems
2010
In engineering design, an optimized solution often turns out to be suboptimal when...
Constructing uncertainty sets for robust linear optimization
Constructing uncertainty sets for robust linear optimization
2009
In this paper, we propose a methodology for constructing uncertainty sets within the...
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