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Simge Kucukyavuz

  • 455 Citations
20052020

Research output per year

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Personal profile

Research Interests

Theoretical and Methodological Expertise:

  • Mixed-Integer Programming
  • Large-Scale Optimization
  • Optimization under Uncertainty
  • Network Optimization

Application Interests:

  • Infrastructure (e.g. power systems, computing)
  • Social networks
  • Statistical learning
  • Supply chain management
  • Humanitarian logistics

Education/Academic qualification

Industrial Engineering, BS, Middle East Technical University

Industrial Engineering and Operations Research, PhD, University of California, Berkeley

Industrial Engineering and Operations Research, MS, University of California, Berkeley

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Grants

Theoretical Foundations and Scalable Algorithms for Mixed-Integer Convex Optimization with System Choice

Kucukyavuz, S.

Office of Naval Research

5/1/19 → 4/30/22

Project: Research project

    • Mixed-Integer Programming Approaches for Risk-Averse Multicriteria Optimization

    Kucukyavuz, S.

    National Science Foundation

    10/1/18 → 7/31/19

    Project: Research project

    • Collaborative Research: 2018 Mixed-Integer Programming Workshop

    Kucukyavuz, S.

    National Science Foundation

    7/15/18 → 6/30/19

    Project: Research project

    • Research Output

    • 455 Citations
    • 32 Article
    • 3 Conference contribution
    • 2 Chapter
    • 1 Entry for encyclopedia/dictionary

    An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions

    Wu, H. H. & Küçükyavuz, S., May 2020, In : Operations Research Letters. 48, 3, p. 356-361 6 p.

    Research output: Contribution to journal › Article

    • On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables

    Wei, L., Gómez, A. & Küçükyavuz, S., Jan 1 2020, Integer Programming and Combinatorial Optimization - 21st International Conference, IPCO 2020, Proceedings. Bienstock, D. & Zambelli, G. (eds.). Springer, p. 433-447 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12125 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • On intersection of two mixing sets with applications to joint chance-constrained programs

    Liu, X., Kılınç-Karzan, F. & Küçükyavuz, S., May 1 2019, In : Mathematical Programming. 175, 1-2, p. 29-68 40 p.

    Research output: Contribution to journal › Article

    • 4 Scopus citations

    Probabilistic partial set covering with an oracle for chance constraints

    Wu, H. H. & Kucukyavuz, S., Jan 1 2019, In : SIAM Journal on Optimization. 29, 1, p. 690-718 29 p.

    Research output: Contribution to journal › Article

    • 1 Scopus citations

    Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief

    Meraklı, M. & Küçükyavuz, S., Jan 1 2019, (Accepted/In press) In : IISE Transactions. 52, 8, p. 811-831 21 p.

    Research output: Contribution to journal › Article