Robert L. Smith

Orcid: 0000-0002-4669-8948

Affiliations:
  • University of Michigan, Ann Arbor, Department of Industrial and Operations, MI, USA


According to our database1, Robert L. Smith authored at least 78 papers between 1981 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Minimum Spanning Trees in Infinite Graphs: Theory and Algorithms.
SIAM J. Optim., 2024

2022
A greedy algorithm for finding maximum spanning trees in infinite graphs.
Oper. Res. Lett., 2022

2021
A Simplex Method for Countably Infinite Linear Programs.
SIAM J. Optim., 2021

Dual-based methods for solving infinite-horizon nonstationary deterministic dynamic programs.
Math. Program., 2021

2020
Single observation adaptive search for discrete and continuous stochastic optimization.
Oper. Res. Lett., 2020

2018
A Simplex Method for Uncapacitated Pure-supply Infinite Network Flow Problems.
SIAM J. Optim., 2018

Single Observation Adaptive Search for Continuous Simulation Optimization.
Oper. Res., 2018

2017
Simplex Algorithm for Countable-State Discounted Markov Decision Processes.
Oper. Res., 2017

A computational comparison of simulation optimization methods using single observations within a shrinking ball on noisy black-box functions with mixed integer and continuous domains.
Proceedings of the 2017 Winter Simulation Conference, 2017

2016
Parameter-Free Sampled Fictitious Play for Solving Deterministic Dynamic Programming Problems.
J. Optim. Theory Appl., 2016

Solving infinite horizon optimization problems through analysis of a one-dimensional global optimization problem.
J. Glob. Optim., 2016

2015
Solvability in infinite horizon optimization.
Oper. Res. Lett., 2015

Improving hit-and-run with single observations for continuous simulation optimization.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
Extreme point characterization of constrained nonstationary infinite-horizon Markov decision processes with finite state space.
Oper. Res. Lett., 2014

2013
Fastest-Path Planning for Direction-Dependent Speed Functions.
J. Optim. Theory Appl., 2013

A Linear Programming Approach to Nonstationary Infinite-Horizon Markov Decision Processes.
Oper. Res., 2013

2011
An analysis of a variation of hit-and-run for uniform sampling from general regions.
ACM Trans. Model. Comput. Simul., 2011

Average Optimality in Nonhomogeneous Infinite Horizon Markov Decision Processes.
Math. Oper. Res., 2011

Pattern discrete and mixed Hit-and-Run for global optimization.
J. Glob. Optim., 2011

Sampled fictitious play for approximate dynamic programming.
Comput. Oper. Res., 2011

A sampled fictitious play based learning algorithm for infinite horizon Markov decision processes.
Proceedings of the Winter Simulation Conference 2011, 2011

2010
A Shadow Simplex Method for Infinite Linear Programs.
Oper. Res., 2010

2009
Characterizing extreme points as basic feasible solutions in infinite linear programs.
Oper. Res. Lett., 2009

A Hit-and-Run approach for generating scale invariant Small World networks.
Networks, 2009

Optimal Backlogging Over an Infinite Horizon Under Time-Varying Convex Production and Inventory Costs.
Manuf. Serv. Oper. Manag., 2009

Discrete Hit-and-Run for Sampling Points from Arbitrary Distributions Over Subsets of Integer Hyperrectangles.
Oper. Res., 2009

2008
A dynamic programming approach to efficient sampling from Boltzmann distributions.
Oper. Res. Lett., 2008

Adaptive search with stochastic acceptance probabilities for global optimization.
Oper. Res. Lett., 2008

A Reach and Bound algorithm for acyclic dynamic-programming networks.
Networks, 2008

2007
Infinite horizon optimality criteria for equipment replacement under technological change.
Oper. Res. Lett., 2007

Solution and Forecast Horizons for Infinite-Horizon Nonhomogeneous Markov Decision Processes.
Math. Oper. Res., 2007

An analytically derived cooling schedule for simulated annealing.
J. Glob. Optim., 2007

2006
CoSIGN: A Parallel Algorithm for Coordinated Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst., 2006

Extreme point characterizations for infinite network flow problems.
Networks, 2006

2005
Existence of efficient solutions in infinite horizon optimization under continuous and discrete controls.
Oper. Res. Lett., 2005

A Fictitious Play Approach to Large-Scale Optimization.
Oper. Res., 2005

Optimality criteria for deterministic discrete-time infinite horizon optimization.
Int. J. Math. Math. Sci., 2005

2004
Infinite Horizon Production Scheduling in Time - Varying Systems Under Stochastic Demand.
Oper. Res., 2004

2003
A paradox in equipment replacement under technological improvement.
Oper. Res. Lett., 2003

Optimal estimation of univariate black-box Lipschitz functions with upper and lower error bounds.
Comput. Oper. Res., 2003

2001
Implementing pure adaptive search for global optimization using Markov chain sampling.
J. Glob. Optim., 2001

A Finite Algorithm for Solving Infinite Dimensional Optimization Problems.
Ann. Oper. Res., 2001

2000
Link travel time prediction for decentralized route guidance architectures.
IEEE Trans. Intell. Transp. Syst., 2000

Solving nonstationary infinite horizon stochastic production planning problems.
Oper. Res. Lett., 2000

1999
Parallel algorithms for solving aggregated shortest-path problems.
Comput. Oper. Res., 1999

1998
Existence and Discovery of Average Optimal Solutions in Deterministic Infinite Horizon Optimization.
Math. Oper. Res., 1998

Shadow Prices in Infinite-Dimensional Linear Programming.
Math. Oper. Res., 1998

Approximating Extreme Points of Infinite Dimensional Convex Sets.
Math. Oper. Res., 1998

Direction Choice for Accelerated Convergence in Hit-and-Run Sampling.
Oper. Res., 1998

Approximating Shortest Paths in Large-Scale Networks with an Application to Intelligent Transportation Systems.
INFORMS J. Comput., 1998

1996
The Hit-and-Run Sampler: A Globally Reaching Markov Chain Sampler for Generating Arbitrary Multivariate Distributions.
Proceedings of the 28th conference on Winter simulation, 1996

1994
Solution approximation in infinite horizon linear quadratic control.
IEEE Trans. Autom. Control., 1994

Simulated annealing for constrained global optimization.
J. Glob. Optim., 1994

1993
Conditions for the discovery of solution horizons.
Math. Program., 1993

Hit-and-Run Algorithms for Generating Multivariate Distributions.
Math. Oper. Res., 1993

Fastest Paths in Time-dependent Networks for Intelligent Vehicle-Highway Systems Application.
J. Intell. Transp. Syst., 1993

Improving Hit-and-Run for global optimization.
J. Glob. Optim., 1993

1992
Pure adaptive search in global optimization.
Math. Program., 1992

Finite dimensional approximation in infinite dimensional mathematical programming.
Math. Program., 1992

Duality in infinite dimensional linear programming.
Math. Program., 1992

A Tie-Breaking Rule for Discrete Infinite Horizon Optimization.
Oper. Res., 1992

Capacity Expansion Under Stochastic Demands.
Oper. Res., 1992

Rolling Horizon Procedures in Nonhomogeneous Markov Decision Processes.
Oper. Res., 1992

1991
Shake-and-Bake Algorithms for Generating Uniform Points on the Boundary of Bounded Polyhedra.
Oper. Res., 1991

1990
Deterministic Equivalence in Stochastic Infinite Horizon Problems.
Math. Oper. Res., 1990

1989
Pure adaptive search in monte carlo optimization.
Math. Program., 1989

Infinite Horizon Optimization.
Math. Oper. Res., 1989

1987
Hit-and-run algorithms for the identification of nonredundant linear inequalities.
Math. Program., 1987

A New Optimality Criterion for Nonhomogeneous Markov Decision Processes.
Oper. Res., 1987

Aggregation in Dynamic Programming.
Oper. Res., 1987

1986
The expected number of extreme points of a random linear program.
Math. Program., 1986

1985
An information theory model for the evaluation of circumstantial evidence.
IEEE Trans. Syst. Man Cybern., 1985

1984
Conditions for the Existence of Planning Horizons.
Math. Oper. Res., 1984

Efficient Monte Carlo Procedures for Generating Points Uniformly Distributed over Bounded Regions.
Oper. Res., 1984

1983
Technical Note - The Asymptotic Extreme Value Distribution of the Sample Minimum of a Concave Function under Linear Constraints.
Oper. Res., 1983

1982
Random polytopes: Their definition, generation and aggregate properties.
Math. Program., 1982

Assessing Risks Through the Determination of Rare Event Probabilities.
Oper. Res., 1982

1981
Planning horizons for the deterministic capacity problem.
Comput. Oper. Res., 1981


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