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'''Mauricio G. C. Resende''' (born on July 27, 1955 in Maceió, Brazil) is a Brazilian-American research scientist with contributions to the field of [[mathematical optimization]]. He is best known for the development of the metaheuristics [[Greedy randomized adaptive search procedure|GRASP]] (greedy randomized adaptive search procedures),<ref>{{Cite journal |last1=Feo |first1=Thomas A. |last2=Resende |first2=Mauricio G. C. |date=March 1995 |title=Greedy Randomized Adaptive Search Procedures |url=http://dx.doi.org/10.1007/bf01096763 |journal=Journal of Global Optimization |volume=6 |issue=2 |pages=109–133 |doi=10.1007/bf01096763 |issn=0925-5001 |s2cid=2110014}}</ref> and BRKGA (biased random-key genetic algorithms)<ref>{{Citation |last1=Resende |first1=Mauricio G.C. |title=Greedy Randomized Adaptive Search Procedures: Advances, Hybridizations, and Applications |date=2010 |url=http://dx.doi.org/10.1007/978-1-4419-1665-5_10 |work=International Series in Operations Research & Management Science |pages=283–319 |access-date=2024-01-03 |place=Boston, MA |publisher=Springer US |isbn=978-1-4419-1663-1 |last2=Ribeiro |first2=Celso C.|doi=10.1007/978-1-4419-1665-5_10 }}</ref> as well as the first successful implementation of [[Karmarkar's algorithm|Karmarkar’s interior point algorithm]].<ref>{{Cite journal |last1=Adler |first1=Ilan |last2=Resende |first2=Mauricio G. C. |last3=Veiga |first3=Geraldo |last4=Karmarkar |first4=Narendra |date=May 1989 |title=An implementation of Karmarkar's algorithm for linear programming |url=http://dx.doi.org/10.1007/bf01587095 |journal=Mathematical Programming |volume=44 |issue=1–3 |pages=297–335 |doi=10.1007/bf01587095 |s2cid=12851754 |issn=0025-5610}}</ref>
'''Mauricio G. C. Resende''' (born on July 27, 1955 in Maceió, Brazil) is a Brazilian-American research scientist with contributions to the field of [[mathematical optimization]]. He is best known for the development of the metaheuristics [[Greedy randomized adaptive search procedure|GRASP]] (greedy randomized adaptive search procedures),<ref>{{Cite journal |last1=Feo |first1=Thomas A. |last2=Resende |first2=Mauricio G. C. |date=March 1995 |title=Greedy Randomized Adaptive Search Procedures |url=http://dx.doi.org/10.1007/bf01096763 |journal=Journal of Global Optimization |volume=6 |issue=2 |pages=109–133 |doi=10.1007/bf01096763 |issn=0925-5001 |s2cid=2110014}}</ref> and BRKGA (biased random-key genetic algorithms)<ref>{{Citation |last1=Resende |first1=Mauricio G.C. |title=Greedy Randomized Adaptive Search Procedures: Advances, Hybridizations, and Applications |date=2010 |url=http://dx.doi.org/10.1007/978-1-4419-1665-5_10 |work=International Series in Operations Research & Management Science |pages=283–319 |access-date=2024-01-03 |place=Boston, MA |publisher=Springer US |isbn=978-1-4419-1663-1 |last2=Ribeiro |first2=Celso C.|doi=10.1007/978-1-4419-1665-5_10 }}</ref> as well as the first successful implementation of [[Karmarkar's algorithm|Karmarkar’s interior point algorithm]].<ref>{{Cite journal |last1=Adler |first1=Ilan |last2=Resende |first2=Mauricio G. C. |last3=Veiga |first3=Geraldo |last4=Karmarkar |first4=Narendra |date=May 1989 |title=An implementation of Karmarkar's algorithm for linear programming |url=http://dx.doi.org/10.1007/bf01587095 |journal=Mathematical Programming |volume=44 |issue=1–3 |pages=297–335 |doi=10.1007/bf01587095 |s2cid=12851754 |issn=0025-5610}}</ref>


He published over 180 peer-reviewed papers, the book Optimization by GRASP<ref>{{Citation |last1=Resende |first1=Mauricio G. C. |title=GRASP for continuous optimization |date=2016 |url=http://dx.doi.org/10.1007/978-1-4939-6530-4_11 |work=Optimization by GRASP |pages=229–244 |access-date=2024-01-03 |place=New York, NY |publisher=Springer New York |isbn=978-1-4939-6528-1 |last2=Ribeiro |first2=Celso C.|doi=10.1007/978-1-4939-6530-4_11 |doi-access=free }}</ref> and co-edited five books, including the Handbook of Applied Optimization,<ref>{{Cite book |date=2006 |editor-last=Resende |editor-first=Mauricio G. C. |editor2-last=Pardalos |editor2-first=Panos M. |title=Handbook of Optimization in Telecommunications |url=http://dx.doi.org/10.1007/978-0-387-30165-5 |doi=10.1007/978-0-387-30165-5|isbn=978-0-387-30662-9 }}</ref> the Handbook of Optimization in Telecommunications,<ref>{{Cite book |date=2006 |editor-last=Resende |editor-first=Mauricio G. C. |editor2-last=Pardalos |editor2-first=Panos M. |title=Handbook of Optimization in Telecommunications |url=http://dx.doi.org/10.1007/978-0-387-30165-5 |doi=10.1007/978-0-387-30165-5|isbn=978-0-387-30662-9 }}</ref> the Handbook of Heuristics,<ref>{{Cite book |url=http://dx.doi.org/10.1007/978-3-319-07124-4 |title=Handbook of Heuristics |date=2018 |publisher=Springer International Publishing |isbn=978-3-319-07123-7 |editor-last=Martí |editor-first=Rafael |location=Cham |doi=10.1007/978-3-319-07124-4 |editor-last2=Pardalos |editor-first2=Panos M. |editor-last3=Resende |editor-first3=Mauricio G. C.}}</ref> and the Handbook of Massive Datasets.<ref>{{Cite journal |date=2002 |editor-last=Abello |editor-first=James |editor2-last=Pardalos |editor2-first=Panos M. |editor3-last=Resende |editor3-first=Mauricio G. C. |title=Handbook of Massive Data Sets |url=http://dx.doi.org/10.1007/978-1-4615-0005-6 |journal=Massive Computing |volume=4 |doi=10.1007/978-1-4615-0005-6 |isbn=978-1-4613-4882-5 |s2cid=46033589 |issn=1569-2698}}</ref> Additionally, he gave multiple plenary talks<ref>{{Cite web |title=Talks |url=https://mauricio.resende.info/cv/talks.html |access-date=2024-01-07 |website=mauricio.resende.info}}</ref> in international conferences and is the editor of several scientific journals.
He published over 180 peer-reviewed papers, the book Optimization by GRASP<ref>{{Citation |last1=Resende |first1=Mauricio G. C. |title=GRASP for continuous optimization |date=2016 |work=Optimization by GRASP |pages=229–244 |place=New York, NY |publisher=Springer New York |isbn=978-1-4939-6528-1 |last2=Ribeiro |first2=Celso C.|doi=10.1007/978-1-4939-6530-4_11 |doi-access=free }}</ref> and co-edited five books, including the Handbook of Applied Optimization,<ref>{{Cite book |date=2006 |editor-last=Resende |editor-first=Mauricio G. C. |editor2-last=Pardalos |editor2-first=Panos M. |title=Handbook of Optimization in Telecommunications |url=http://dx.doi.org/10.1007/978-0-387-30165-5 |doi=10.1007/978-0-387-30165-5|isbn=978-0-387-30662-9 }}</ref> the Handbook of Optimization in Telecommunications,<ref>{{Cite book |date=2006 |editor-last=Resende |editor-first=Mauricio G. C. |editor2-last=Pardalos |editor2-first=Panos M. |title=Handbook of Optimization in Telecommunications |url=http://dx.doi.org/10.1007/978-0-387-30165-5 |doi=10.1007/978-0-387-30165-5|isbn=978-0-387-30662-9 }}</ref> the Handbook of Heuristics,<ref>{{Cite book |url=http://dx.doi.org/10.1007/978-3-319-07124-4 |title=Handbook of Heuristics |date=2018 |publisher=Springer International Publishing |isbn=978-3-319-07123-7 |editor-last=Martí |editor-first=Rafael |location=Cham |doi=10.1007/978-3-319-07124-4 |editor-last2=Pardalos |editor-first2=Panos M. |editor-last3=Resende |editor-first3=Mauricio G. C.}}</ref> and the Handbook of Massive Datasets.<ref>{{Cite journal |date=2002 |editor-last=Abello |editor-first=James |editor2-last=Pardalos |editor2-first=Panos M. |editor3-last=Resende |editor3-first=Mauricio G. C. |title=Handbook of Massive Data Sets |url=http://dx.doi.org/10.1007/978-1-4615-0005-6 |journal=Massive Computing |volume=4 |doi=10.1007/978-1-4615-0005-6 |isbn=978-1-4613-4882-5 |s2cid=46033589 |issn=1569-2698}}</ref> Additionally, he gave multiple plenary talks<ref>{{Cite web |title=Talks |url=https://mauricio.resende.info/cv/talks.html |access-date=2024-01-07 |website=mauricio.resende.info}}</ref> in international conferences and is the editor of several scientific journals.


== Education ==
== Education ==

Revision as of 04:05, 21 January 2024

Mauricio G. C. Resende (born on July 27, 1955 in Maceió, Brazil) is a Brazilian-American research scientist with contributions to the field of mathematical optimization. He is best known for the development of the metaheuristics GRASP (greedy randomized adaptive search procedures),[1] and BRKGA (biased random-key genetic algorithms)[2] as well as the first successful implementation of Karmarkar’s interior point algorithm.[3]

He published over 180 peer-reviewed papers, the book Optimization by GRASP[4] and co-edited five books, including the Handbook of Applied Optimization,[5] the Handbook of Optimization in Telecommunications,[6] the Handbook of Heuristics,[7] and the Handbook of Massive Datasets.[8] Additionally, he gave multiple plenary talks[9] in international conferences and is the editor of several scientific journals.

Education

In June 1978, Mauricio G. C. Resende graduated from PUC-Rio with an Electrical Engineering degree with concentration in Systems Engineering.[10] In August 1979, he earned a M.Sc. in operations research at the Georgia Institute of Technology. Later, in August 1987, he earned a Ph.D. in operations research in at the University of California, Berkeley.[11]

Career

Mauricio G. C. Resende is currently an INFORMS Fellow,[12] holds a permanent member position of DIMACS[13] at Rutgers University and is an affiliate professor at the University of Washington.[14] Until December 2022, he worked at Amazon.com as a Principal Research Scientist in the Mathematical Optimization and Planning group.[15] Previously, he was Lead Inventive Scientist at AT&T Bell Labs where he worked for over a quarter century.

References

  1. ^ Feo, Thomas A.; Resende, Mauricio G. C. (March 1995). "Greedy Randomized Adaptive Search Procedures". Journal of Global Optimization. 6 (2): 109–133. doi:10.1007/bf01096763. ISSN 0925-5001. S2CID 2110014.
  2. ^ Resende, Mauricio G.C.; Ribeiro, Celso C. (2010), "Greedy Randomized Adaptive Search Procedures: Advances, Hybridizations, and Applications", International Series in Operations Research & Management Science, Boston, MA: Springer US, pp. 283–319, doi:10.1007/978-1-4419-1665-5_10, ISBN 978-1-4419-1663-1, retrieved 2024-01-03
  3. ^ Adler, Ilan; Resende, Mauricio G. C.; Veiga, Geraldo; Karmarkar, Narendra (May 1989). "An implementation of Karmarkar's algorithm for linear programming". Mathematical Programming. 44 (1–3): 297–335. doi:10.1007/bf01587095. ISSN 0025-5610. S2CID 12851754.
  4. ^ Resende, Mauricio G. C.; Ribeiro, Celso C. (2016), "GRASP for continuous optimization", Optimization by GRASP, New York, NY: Springer New York, pp. 229–244, doi:10.1007/978-1-4939-6530-4_11, ISBN 978-1-4939-6528-1
  5. ^ Resende, Mauricio G. C.; Pardalos, Panos M., eds. (2006). Handbook of Optimization in Telecommunications. doi:10.1007/978-0-387-30165-5. ISBN 978-0-387-30662-9.
  6. ^ Resende, Mauricio G. C.; Pardalos, Panos M., eds. (2006). Handbook of Optimization in Telecommunications. doi:10.1007/978-0-387-30165-5. ISBN 978-0-387-30662-9.
  7. ^ Martí, Rafael; Pardalos, Panos M.; Resende, Mauricio G. C., eds. (2018). Handbook of Heuristics. Cham: Springer International Publishing. doi:10.1007/978-3-319-07124-4. ISBN 978-3-319-07123-7.
  8. ^ Abello, James; Pardalos, Panos M.; Resende, Mauricio G. C., eds. (2002). "Handbook of Massive Data Sets". Massive Computing. 4. doi:10.1007/978-1-4615-0005-6. ISBN 978-1-4613-4882-5. ISSN 1569-2698. S2CID 46033589.
  9. ^ "Talks". mauricio.resende.info. Retrieved 2024-01-07.
  10. ^ mauricio.resende.info https://mauricio.resende.info/cv/education.html. Retrieved 2024-01-07. {{cite web}}: Missing or empty |title= (help)
  11. ^ Pang, Eugene (2016-11-07). "IEOR Alum Mauricio G. C. Resende Chosen As INFORMS Fellow For Class Of 2016". UC Berkeley IEOR Department - Industrial Engineering & Operations Research. Retrieved 2024-01-07.
  12. ^ INFORMS. "Mauricio G. C. Resende". INFORMS. Retrieved 2024-01-04.
  13. ^ "DIMACS :: DIMACS Members". dimacs.rutgers.edu. Retrieved 2024-01-07.
  14. ^ "Adjunct, Affiliate & Emeritus Faculty". Industrial & Systems Engineering. 2015-10-16. Retrieved 2024-01-07.
  15. ^ "How Amazon's Middle Mile team helps packages make the journey to your doorstep". Amazon Science. 2021-04-22. Retrieved 2024-01-07.
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