糖心原创

School of Computer Science
 

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Andrew Parkes

Associate Professor in Operational Research and Computer Science, Faculty of Science

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Research Summary

Operational research. Understanding of Heuristics. LANCS Initiative. Combinatorial optimisation. Space capacity planning. Timetabling and scheduling.

Selected Publications

  • B. MCCOLLUM, P. MCMULLAN, A.J. PARKES, E.K. BURKE and R. QU, 2012. Annals of Operations Research. 194(1), 291-315
  • BURKE, E., MARE膶EK, J., PARKES, A.J. and RUDOV脕, H., 2010. Computers & Operations Research. 37(3), 582-597
  • BURKE, E.K., MARE膶EK, J., PARKES, A.J. and RUDOV脕, H., 2010. Annals of Operations Research. 179(1), 105-130
  • LI, J., PARKES, A.J. and BURKE, E., 2011. Evolutionary Computation. 19(3), 405-428

Past Research

Combinatorial optimisation. Boolean Satisfiability. Space capacity planning. Timetabling and scheduling. Supersymmetry and superstrings a long long time ago.

  • MUKLASON, AHMAD, PARKES, ANDREW J., OZCANA, ENDER, MCCOLLUM, BARRY and MCMULLAN, PAUL, 2017. APPLIED SOFT COMPUTING. 55, 302-318
  • KARAPETYAN, D, PUNNEN, A and PARKES, A, 2017. European Journal of Operational Research. 260, 494-506
  • CHATSANGA, N, 2017. Expert Systems with Applications. 83, 333-349
  • SHAHRIAR ASTA, DANIEL KARAPETYAN, AHMED KHEIRI, ENDER 脰ZCAN and ANDREW J. PARKES, 2016. Information Sciences. 373, 476 - 498
  • ANDREW J. PARKES, ENDER OZCAN and DANIEL KARAPETYAN, 2015. In: Proceedings of LION9. Also to appear in Lecture Notes in Computer Science.
  • KARAPETYAN, DANIELAND ATKIN, JASON A. D.AND PARKES, ANDREW J.AND CASTRO-GUTIERREZ, JUAN, 2015. Annals of Operations Research. 1-19
  • PARKES, ANDREW J., 脰ZCAN, ENDER and KARAPETYAN, DANIEL, 2015. . In: DHAENENS, CLARISSE, JOURDAN, LAETITIA and MARMION, MARIE-EL脡ONORE, eds., Learning and Intelligent Optimization: 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers Springer International Publishing. 306-311
  • BROWNLEE, ALEXANDER E.I., SWAN, JERRY, 脰ZCAN, ENDER and PARKES, ANDREW J., 2014. In: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. 1133-1140
  • KHEIRI, AHMED, 脰ZCAN, ENDER and PARKES, ANDREW J., 2014. Annals of Operations Research. 1-17
  • A. YARIMCAM, S. ASTA, E. 脰ZCAN and A. J. PARKES, 2014. IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) In: 102-108
  • A. MUKLASON, A. J. PARKES, B. MCCOLLUM and E. 脰ZCAN, 2014. Fairness in Examination Timetabling: Student Preferences and Extended Formulations In: Proc. of the 10th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2014). 512-515
  • ORTIZ-BAYLISS, J.C., 'OZCAN, E., PARKES, A.J. and TERASHIMA-MARIN, H., 2013. A genetic programming hyper-heuristic: Turning features into heuristics for constraint satisfaction In: 13th UK Workshop on Computational Intelligence, UKCI 2013. 183-190
  • ASTA, S., 'OZCAN, E. and PARKES, A.J., 2013. Batched mode hyper-heuristics. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7997. 404-409
  • ORTIZ-BAYLISS, J.C., TERASHIMA-MARIN, H., 'OZCAN, E., PARKES, A.J. and CONANT-PABLOS, S.E., 2013. Exploring heuristic interactions in constraint satisfaction problems: A closer look at the hyper-heuristic space In: Proceddings of the IEEE Congress on Evolutionary Computation, CEC 2013. 3307-3314
  • ASTA, S., 'OZCAN, E., PARKES, A.J. and ETANER-UYAR, A.S., 2013. Generalizing hyper-heuristics via apprenticeship learning. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7832. 169-178
  • TIANXIANG CUI, JINGPENG LI, JOHN R WOODWARD and ANDREW J PARKES, 2013. An ensemble based genetic programming system to predict english football premier league games In: IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS),. 138-143
  • AHMAD MUKLASON, ANDREW J PARKES, BARRY MCCOLLUM and ENDER 锟絑CAN, 2013. Initial results on fairness in examination timetabling In: Proceedings of the 6th multidisciplinary international conference on scheduling: Theory and applications (MISTA). 777-780
  • SHAHRIAR ASTA, ENDER 锟絑CAN and ANDREW J PARKES, 2013. Dimension reduction in the search for online bin packing policies In: Proceedings of the 15th annual conference companion on Genetic and evolutionary computation (GECCO). 65-66
  • SHAHRIAR ASTA, DANIEL KARAPETYAN, AHMED KHEIRI and ENDER 锟絑CAN AND ANDREW J PARKES, 2013. Combining Monte-Carlo and Hyper-heuristic methods for the Multi-mode Resource-constrained Multi-project Scheduling Problem In: Proceedings of MISTA.
  • 脰ZCAN, E., PARKES, A.J. and ALKAN, A., 2012. Computers & Operations Research. 39(10), 2310鈥2322
  • B. MCCOLLUM, P. MCMULLAN, A.J. PARKES, E.K. BURKE and R. QU, 2012. Annals of Operations Research. 194(1), 291-315
  • GABRIELA OCHOA, MATTHEW R. HYDE, TIM CURTOIS, JOSE ANTONIO VAZQUEZ-RODRIGUEZ, JAMES WALKER, MICHEL GENDREAU, GRAHAM KENDALL, BARRY MCCOLLUM, ANDREW PARKES, SANJA PETROVIC and EDMUND K. BURKE, 2012. In: European Conference on Evolutionary Computation in Combinatorial Optimisation.
  • ORTIZ-BAYLISS, J.C., TERASHIMA-MAR脥N, H., CONANT-PABLOS, S.E., 'OZCAN, E. and PARKES, A.J., 2012. Improving the performance of vector hyper-heuristics through local search In: GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation. 1269-1276
  • AHMED KHEIRI, ENDER OZCAN and ANDREW J PARKES, 2012. HySST: hyper-heuristic search strategies and timetabling In: Proceedings of the Ninth International Conference on the Practice and Theory of Automated Timetabling (PATAT 2012).
  • BURKE, EDMUND K., MARECEK, JAKUB, PARKES, ANDREW J. and RUDOVA, HANA, 2012. ANNALS OF OPERATIONS RESEARCH. 194(1), 71-87
  • LI, J., PARKES, A.J. and BURKE, E., 2011. Evolutionary Computation. 19(3), 405-428
  • ORTIZ-BAYLISS, J.C., TERASHIMA-MAR脥N, H., 脰ZCAN, E. and PARKES, A.J., 2011. On the idea of evolving decision matrix hyper-heuristics for solving constraint satisfaction problems In: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation. 255-256
  • ORTIZ-BAYLISS, JOS脡CARLOS, TERASHIMA-MAR脥N, HUGO, 脰ZCAN, ENDER, PARKES, ANDREWJ. and CONANT-PABLOS, SANTIAGOENRIQUE, 2011. . In: BATYRSHIN, ILDAR and SIDOROV, GRIGORI, eds., Advances in Artificial Intelligence 7094. Springer Berlin Heidelberg. 125-136
  • 脰ZCAN, E. and PARKES, A.J., 2011. In: GECCO '11: Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation. 2011-2018
  • B. MCCOLLUM, P. MCMULLAN, B. PAECHTER, R. LEWIS, A. SCHAERF, L. DI GASPERO, A. J. PARKES, R. QU, AND E.K. BURKE, 2010. INFORMS Journal of Computing. 22(1), 120-130
  • BEYROUTHY, C., BURKE, E., MCCOLLUM, B., MCMULLAN, P. and PARKES, A., 2010. Journal of Scheduling. 13(4), 363-374
  • BURKE, E., MARE膶EK, J., PARKES, A.J. and RUDOV脕, H., 2010. Computers & Operations Research. 37(3), 582-597
  • BURKE, E.K., MARE膶EK, J., PARKES, A.J. and RUDOV脕, H., 2010. Annals of Operations Research. 179(1), 105-130
  • 2010. INFORMS Journal on Computing.
  • BEYROUTHY, C., BURKE, E., LANDA-SILVA, D., MCCOLLUM, B., MCMULLAN, P. and PARKES, A.J., 2009. Journal of the Operational Research Society. 60(1), 130-143
  • ASMUNI, H., BURKE, E.K., GARIBALDI, J.M., MCCOLLUM, B. and PARKES, A.J., 2009. Computers & Operations Research. 36(4), 981-1001
  • BURKE, EDMUND K., MARECEK, JAKUB, PARKES, ANDREW J. and RUDOVA, HANA, 2008. Penalising Patterns in Timetables: Novel Integer Programming Formulations OPERATIONS RESEARCH PROCEEDINGS 2007. 409-414
  • BEYROUTHY, C., BURKE, EDMUND K., LANDA SILVA, D. J., MCCOLLUM, B., MCMULLAN, P. and PARKES, ANDREW J., 2007. In: Practice and Theory of Automated Timetabling VI. Selected Papers from the 6th International Conference on the Practice and Theory of Automated Timetabling (PATAT 2006). LNCS Vol. 3867. 228-247
  • CAMILLE BEYROUTHY, EDMUND K. BURKE, J. DARIO LANDA-SILVA, BARRY MCCOLLUM, PAUL MCMULLAN, ANDREW J. PARKES, 2006. In: 6th International Conference on the Practice and Theory of Automated Timetabling (PATAT 2006). 359-362
  • BEYROUTHY, C, BURKE, E. K., LANDA-SILVA, J. D., MCCOLLUM B, MCMULLAN, P. and PARKES, A. J., 2006. In: The 6th International Conference on the Practice and Theory of Automated Timetabling. 359-362
  • DIXON, H.E., GINSBERG, M.L. and PARKES, A.J., 2004. Journal of Artificial Intelligence Research. 21, 193-243
  • DIXON, H.E, GINSBERG, M.L., HOFER, D.K., LUKS, E.M. and PARKES, A.J., 2004. In: Nineteenth National Conference on Artificial Intelligence. 55-60
  • PARKES, A.J., 2002. In: Eighteenth national conference on Artificial intelligence. 688 - 694

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