University of California, Berkeley, Haas School of Business
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Faculty and Executive Leadership Directory

 
Dorit Hochbaum

Dorit Hochbaum


Professor
OITM Group
Industrial Engineering and Operations Research
1-510-642-4998
Email: click on the envelope icon below for full email address
Academic Status: On duty
Office Hours: Tu 2:00-3:00PM (F565), W 1:00-2:00PM (4181 Etcheverry)
Personal Homepage: http://www.ieor.berkeley.edu/~hochbaum/
Academic Group Homepage:
http://groups.haas.berkeley.edu/scmi/
http://groups.haas.berkeley.edu/oitm/

Curriculum Vitae (in PDF format, Acrobat Reader required)

 

Education

B.Sc., mathematics, Tel Aviv University
M,SC., mathematics, Hebrew University Jerusalem
Ph.D., decision sciences, Wharton School, University of Pennsylvania

 

Positions Held

At Haas since 1981
1981 -present Professor, Haas School of Business, UC Berkeley
1978 - 1981 Professor, Carnegie Mellon University

 

External Service and Assignments

  • Founder and director: UC Berkeley Supply Chain Initiative
  • Founder and director: Berkeley RIOT (Repository of Interactive Optimization Testbed)
  • Area/Department Editor to Management Science Optimization and Modeling
  • Associate Editor to Networks
  • Advisory board for Algorithmic Operations Research
  • Advisory board for the Tepper School of Business (Carnegie Mellon University)
  • Past Associate Editor to Operations Research
  • Past Associate Editor to Operations Research Letters
  • Program Committees for: SODA, ALEX98, ESA98, APPROX01, IPCO05
  • Chair, program committee for APPROX 99
  • Council member of the Mathematical Programming Society, 2004-
  • Chair, Lanchester prize committee, 2000

 

Current Research and Interests

  • Developing optimization techniques for Data mining
  • Image segmentation and medical imaging
  • Detection of nuclear threats
  • Optimization and simulation of supply chain operations
  • Information technology issues in supply chain management
  • Manufacturing and testing of VLSI circuits
  • Scheduling problems
  • Logistics, distribution, transportation and locations of facilities
  • Devising efficient optimization algorithms for hard problems, and applications

 

Selected Papers and Publications

  • Book: D. S. Hochbaum, Ed. Approximation algorithms for NP-hard problems, PWS Boston. (1997).
  • "Selection, Provisioning, Shared Fixed Costs, Maximum Closure, and Implications on Algorithmic Methods Today" Management Science Vol 50:6, pp 709-723, June 2004.
  • "e-Business Practice Adoption by Enterprises." (with Radhika Shah) APICS educational and research Foundation Inc, research paper series.
  • "Capacity acquisition, subcontracting, and lot sizing" (with Alper Atamturk).  Management Science, Vol 47, No 8 August 2001 pp. 1-20.
  • "An efficient algorithm for image segmentation, Markov Random Fields and related problems".  Journal of the ACM, Vol 48, No 2, July 2001 pp. 686 - 701.
  • "A new and fast approach to very large scale integrated sequential circuits test generation," (with Jeniffer Adams), Operations Research 45:6, 842-856, (1997).
  • "Algorithms and Heuristics for Scheduling Semiconductor Burn-in Operations," (with D. Landy), August (1994), Operations Research 45:6, 874-885, (1997).

 

Teaching

  • UGBA 141, Operations Management
  • IEOR 162, Optimization and Linear Programming
  • Strategic Supply Chain Management, Executive Program

 

Honors and Awards

  • Honorary doctorate of science of the University of Copenhagen - awarded Nov 2004.
  • "NSF-ETI grant: Collaborative research: Solving large-scale logistics problems in real time: models, algorithms and information systems,  00-01, DMI-0085690. Principal investigator.
  • "APICS foundation grant: Best eBusiness practices in the high tech industry,   2002-2003.
  • "NSF grant: Design and analysis of algorithms for coping with NP-hardness 00-04, DMI-0084857. Principal investigator.
  • "UC Smart grant: Improving forecasts in the high tech industry, 00-01, SM99-10049.  Principal investigator. Industry sponsor, SUN Microsystems.
  • "Supply Chain Management Initiative, Industry sponsorship awards.
    National Science Foundation grant to "Workshop: Collaboration and Standardization in Supply Chain Management; Berkeley, California, October 25-26, 1999." Principal Investigator, Dec 1,99-Nov30, 00.
  • NSF grant from the Design & Manufacturing division, Principal Investigator, $89,000. " Forecast-robust capacity acquisition and subcontracting ", 99-00.
  • "Research Experiences for Undergraduates" Principal investigator, supplemental support amendment to "Design and Analysis of Algorithms for Coping with NP-Hardness."1999-00.
  • NSF grant from the Design & Manufacturing division, Principal Investigator, "Design and Analysis of Algorithms for Coping with NP-Hardness." 97-00.
  • SUN Microsystems. Research gift,1997-99. Principal Investigator.
  • SUN Microsystems. Equipment grant, 96-97. Principal Investigator.
  • ONR Grant, "Issues in Strong Polynomiality." Principal Investigator, January 1991 - January 1997.
  • Alfred P. Sloan Foundation grant, "Competitive Program on Semi-Conductor Manufacturing." Co-Investigator. April 1991-April 1994.



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