World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
40
Citations
8078
World Ranking
2017
National Ranking
854

Engineering and Technology

D-Index
43
Citations
8440
World Ranking
6077
National Ranking
1693

Research.com Recognitions

  • 2017 - Fellow of the Institute for Operations Research and the Management Sciences (INFORMS)

Overview

H. Edwin Romeijn is affiliated with the Georgia Institute of Technology in the United States. Their research primarily falls within the field of Computer Science, with specific contributions to subfields such as Computational Mechanics, Artificial Intelligence, Computational Theory and Mathematics, and Accounting.

Their main research topics include Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Optimization and Variational Analysis, and Private Equity and Venture Capital.

Romeijn has contributed to multiple academic publications. Notable recent papers include:

  • Functional Constrained Optimization for Risk Aversion and Sparsity Control (2022) published in arXiv (Cornell University)
  • Multi-period Data-driven Newsvendor Problem: a Deep Reinforcement Learning Solution Approach with Theoretical Convergence Guarantees (2025) published in SSRN Electronic Journal

Frequent co-authors collaborating with Romeijn in their research work are:

  • Yi Cheng
  • Guanghui Lan
  • Xiaotian Liu
  • Christos Alexopoulos

Romeijn's publication record includes contributions to venues such as arXiv (Cornell University) and SSRN Electronic Journal.

They have been recognized by the Institute for Operations Research and the Management Sciences (INFORMS) as a Fellow since 2017.

Best Publications

  • Handbook of global optimization

    Reiner Horst;P. M. Pardalos;H. Edwin Romeijn

  • Simulated annealing for constrained global optimization

    H. Edwin Romeijn;Robert L. Smith

  • Recent developments and trends in global optimization

    Panos M. Pardalos;H. Edwin Romeijn;Hoang Tuy

  • Routing Trains through railway stations: model formulation and algorithms

    Peter J. Zwaneveld;Leo G. Kroon;H. Edwin Romeijn;Marc Salomon

  • Hit-and-run algorithms for generating multivariate distributions

    Claude J. P. Bélisle;H. Edwin Romeijn;Robert L. Smith

  • A Column Generation Approach to Radiation Therapy Treatment Planning Using Aperture Modulation

    H. Edwin Romeijn;Ravindra K. Ahuja;James F. Dempsey;Arvind Kumar

  • A novel linear programming approach to fluence map optimization for intensity modulated radiation therapy treatment planning.

    H Edwin Romeijn;Ravindra K Ahuja;James F Dempsey;Arvind Kumar

  • A unifying framework for multi-criteria fluence map optimization models.

    H Edwin Romeijn;James F Dempsey;Jonathan G Li

  • A New Linear Programming Approach to Radiation Therapy Treatment Planning Problems

    H. Edwin Romeijn;Ravindra K. Ahuja;James F. Dempsey;Arvind Kumar

  • Designing two-echelon supply networks☆

    H. Edwin Romeijn;Jia Shu;Chung-Piaw Teo

  • Routing trains through railway stations: complexity issues

    Leo G. Kroon;H. Edwin Romeijn;Peter J. Zwaneveld

  • Improving Hit-and-Run for Global Optimization*

    Zelda B. Zabinsky;Robert L. Smith;J. Fred McDonald;H. Edwin Romeijn

  • Asset/Liability Management for Pension Funds Using CVaR Constraints

    Erik Bogentoft;H. Edwin Romeijn;Stanislav Uryasev

  • Integrated Lot Sizing in Serial Supply Chains with Production Capacities

    Stan P. M. van Hoesel;H. Edwin Romeijn;Dolores Romero Morales;Albert P. M. Wagelmans

  • A DVH-guided IMRT optimization algorithm for automatic treatment planning and adaptive radiotherapy replanning.

    Masoud Zarepisheh;Troy Long;Nan Li;Zhen Tian

  • Neighborhood search approaches to beam orientation optimization in intensity modulated radiation therapy treatment planning

    Dionne M. Aleman;Arvind Kumar;Ravindra K. Ahuja;H. Edwin Romeijn

  • An Integrated Inventory-Routing System for Multi-item Joint Replenishment with Limited Vehicle Capacity

    Sombat Sindhuchao;H. Edwin. Romeijn;Elif Akçali;Rein Boondiskulchok

  • A fourier analysis of the dose grid resolution required for accurate IMRT fluence map optimization.

    James F. Dempsey;H. Edwin Romeijn;Jonathan G. Li;Daniel A. Low

  • Requirements Planning with Pricing and Order Selection Flexibility

    Joseph Geunes;H. Edwin Romeijn;Kevin Taaffe

  • A class of greedy algorithms for the generalized assignment problem

    H. Edwin Romeijn;Dolores Romero Morales

  • Supply chain management : models, applications, and research directions

    Joseph Geunes;Panos M. Pardalos;H. Edwin Romeijn

Frequent Co-Authors

Robert L. Smith
Robert L. Smith University of Michigan–Ann Arbor
Panos M. Pardalos
Panos M. Pardalos University of Florida
Steve B Jiang
Steve B Jiang The University of Texas Southwestern Medical Center
Ravindra K. Ahuja
Ravindra K. Ahuja University of Florida
Albert P. M. Wagelmans
Albert P. M. Wagelmans Erasmus University Rotterdam
Leo Kroon
Leo Kroon Erasmus University Rotterdam
Zuo-Jun Max Shen
Zuo-Jun Max Shen University of Hong Kong
David B. Shmoys
David B. Shmoys Cornell University
Stéphane Dauzère-Pérès
Stéphane Dauzère-Pérès École des Mines de Saint-Étienne
Andrew J. Schaefer
Andrew J. Schaefer Rice University

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