메뉴 건너뛰기




Volumn 50, Issue 7, 2011, Pages 3907-3918

Random sampling-based automatic parameter tuning for nonlinear programming solvers

Author keywords

[No Author keywords available]

Indexed keywords

HARD PROBLEMS; HEURISTIC RULES; IN-PROCESS; NONLINEAR MODEL PREDICTIVE CONTROL; NUMERICAL RESULTS; PARAMETER-TUNING; PERFORMANCE IMPROVEMENTS; RANDOM SAMPLING; REAL-TIME OPTIMIZATION; SEARCH TECHNIQUE; TERMINATION CRITERIA; TIME-CRITICAL APPLICATIONS;

EID: 79953296234     PISSN: 08885885     EISSN: 15205045     Source Type: Journal    
DOI: 10.1021/ie100826y     Document Type: Article
Times cited : (13)

References (24)
  • 1
    • 33144460598 scopus 로고    scopus 로고
    • Line Search Filter Methods for Nonlinear Programming: Motivation and Global Convergence
    • WaÌ̂chter, A.; Biegler, L. T. Line Search Filter Methods for Nonlinear Programming: Motivation and Global Convergence SIAM J. Optimiz. 2005, 16 (1) 1
    • (2005) SIAM J. Optimiz. , vol.16 , Issue.1 , pp. 1
    • Waì̂chter, A.1    Biegler, L.T.2
  • 2
    • 33144472862 scopus 로고    scopus 로고
    • Line Search Filter Methods for Nonlinear Programming: Local Convergence
    • WaÌ̂chter, A.; Biegler, L. T. Line Search Filter Methods for Nonlinear Programming: Local Convergence SIAM J. Optimiz. 2005, 16 (1) 32
    • (2005) SIAM J. Optimiz. , vol.16 , Issue.1 , pp. 32
    • Waì̂chter, A.1    Biegler, L.T.2
  • 3
    • 29144523061 scopus 로고    scopus 로고
    • On the Implementation of an Interior Point Filter Line Search Algorithm for Large Scale Nonlinear Programming
    • WaÌ̂chter, A.; Biegler, L. T. On the Implementation of an Interior Point Filter Line Search Algorithm for Large Scale Nonlinear Programming Math. Program. 2006, 106 (1) 25
    • (2006) Math. Program. , vol.106 , Issue.1 , pp. 25
    • Waì̂chter, A.1    Biegler, L.T.2
  • 4
    • 0000930401 scopus 로고
    • CONOPTî - ̧a Large Scale GRG Code
    • Drud, A. S. CONOPTî - ̧A Large Scale GRG Code ORSA J. Comput. 1994, 6, 207
    • (1994) ORSA J. Comput. , vol.6 , pp. 207
    • Drud, A.S.1
  • 5
    • 0036433588 scopus 로고    scopus 로고
    • SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
    • Gill, P. E.; Murray, W.; Saunders, M. A. SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization SIAM J. Optimiz. 2002, 12 (4) 979
    • (2002) SIAM J. Optimiz. , vol.12 , Issue.4 , pp. 979
    • Gill, P.E.1    Murray, W.2    Saunders, M.A.3
  • 7
    • 77955439544 scopus 로고    scopus 로고
    • In Proceedings of Seventh International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming, Bologna, Italy, June 14-18, 2010; Springer: Berlin,; p.
    • Hutter, F.; Hoos, H.; Leyton-Brown, K. Automated Configuration of Mixed Integer Programming Solvers. In Proceedings of Seventh International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming, Bologna, Italy, June 14-18, 2010; Springer: Berlin, 2010; p 186.
    • (2010) Automated Configuration of Mixed Integer Programming Solvers , pp. 186
    • Hutter, F.1    Hoos, H.2    Leyton-Brown, K.3
  • 8
    • 77649298093 scopus 로고    scopus 로고
    • In Proceedings of Tenth International Symposium on Process Systems Engineering, Salvador, Brazil, August 16-20, 2009; Elsevier: Amsterdam,; p.
    • Chen, W. F.; Shao, Z. J.; Qian, J. X. Interfacing IPOPT with Aspen Open Solvers and CAPE-OPEN. In Proceedings of Tenth International Symposium on Process Systems Engineering, Salvador, Brazil, August 16-20, 2009; Elsevier: Amsterdam, 2009; p 201.
    • (2009) Interfacing IPOPT with Aspen Open Solvers and CAPE-OPEN , pp. 201
    • Chen, W.F.1    Shao, Z.J.2    Qian, J.X.3
  • 9
    • 79953330923 scopus 로고    scopus 로고
    • (accessed Nov. 10, 2009).
    • WaÌ̂chter, A. http://www.coin-or.org/Ipopt/documentation/ (accessed Nov. 10, 2009).
    • Waì̂chter, A.1
  • 10
    • 34547930273 scopus 로고    scopus 로고
    • Finding optimal algorithm parameters using derivative-free optimization
    • Audet, C.; Orban, D. Finding optimal algorithm parameters using derivative-free optimization SIAM J. Optimiz. 2006, 17, 642
    • (2006) SIAM J. Optimiz. , vol.17 , pp. 642
    • Audet, C.1    Orban, D.2
  • 11
    • 14644421108 scopus 로고    scopus 로고
    • In Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, USA, July 9-13, 2002; Morgan Kaufmann: San Francisco,; p.
    • Birattari, M.; StuÌ̂tzle, T.; Paquete, L.; Varrentrapp, K. A. Racing Algorithm for Configuring Metaheuristics. In Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, USA, July 9-13, 2002; Morgan Kaufmann: San Francisco, 2002; p 11.
    • (2002) Racing Algorithm for Configuring Metaheuristics , pp. 11
    • Birattari, M.1    Stuì̂tzle, T.2    Paquete, L.3    Varrentrapp, K.A.4
  • 12
    • 33644511374 scopus 로고    scopus 로고
    • Fine-tuning of Algorithm Using Fractional Experimental Designs and Local Search
    • Diaz, B. A.; Laguna, M. Fine-tuning of Algorithm Using Fractional Experimental Designs and Local Search Oper. Res. 2006, 54 (1) 99
    • (2006) Oper. Res. , vol.54 , Issue.1 , pp. 99
    • Diaz, B.A.1    Laguna, M.2
  • 13
    • 36348984418 scopus 로고    scopus 로고
    • In Proceedings of the Twenty-Second National Conference on Artificial Intelligence, Vancouver, Canada, July 22-26, 2007; AAAI: Menlo Park,; p.
    • Hutter, F.; Hoos, H.; StuÌ̂tzle, T. Automatic Algorithm Configuration based on Local Search. In Proceedings of the Twenty-Second National Conference on Artificial Intelligence, Vancouver, Canada, July 22-26, 2007; AAAI: Menlo Park, 2007; p 1152.
    • (2007) Automatic Algorithm Configuration Based on Local Search , pp. 1152
    • Hutter, F.1    Hoos, H.2    Stuì̂tzle, T.3
  • 16
    • 0035238782 scopus 로고    scopus 로고
    • Pattern Search Algorithms for Mixed Variable Programming
    • Audet, C.; Dennis, J. E. Pattern Search Algorithms for Mixed Variable Programming SIAM J. Optimiz. 2000, 11 (3) 573
    • (2000) SIAM J. Optimiz. , vol.11 , Issue.3 , pp. 573
    • Audet, C.1    Dennis, J.E.2
  • 17
    • 78349292589 scopus 로고    scopus 로고
    • Convergence Depth Control for Interior Point Methods
    • Chen, W. F.; Shao, Z. J.; Wang, K. X.; Chen, X.; Biegler, L. T. Convergence Depth Control for Interior Point Methods AIChE J. 2010, 56 (12) 3146
    • (2010) AIChE J. , vol.56 , Issue.12 , pp. 3146
    • Chen, W.F.1    Shao, Z.J.2    Wang, K.X.3    Chen, X.4    Biegler, L.T.5
  • 19
    • 0032934269 scopus 로고    scopus 로고
    • Dynamic optimization of a batch cooling crystallization process
    • Lang, Y. D.; Cervantes, A. M.; Biegler, L. T. Dynamic optimization of a batch cooling crystallization process Ind. Eng. Chem. Res. 1999, 38, 1469
    • (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 1469
    • Lang, Y.D.1    Cervantes, A.M.2    Biegler, L.T.3
  • 20
    • 34548382071 scopus 로고    scopus 로고
    • An overview of simultaneous strategies for dynamic optimization
    • Biegler, L. T. An overview of simultaneous strategies for dynamic optimization Chem. Eng. Process. 2007, 46, 1043
    • (2007) Chem. Eng. Process. , vol.46 , pp. 1043
    • Biegler, L.T.1
  • 21
    • 10744228203 scopus 로고    scopus 로고
    • Dynamic optimization of the Tennessee Eastman process using the OptControlCenter
    • Jockenhovel, T.; Biegler, L. T.; WaÌ̂chter, A. Dynamic optimization of the Tennessee Eastman process using the OptControlCenter Comput. Chem. Eng. 2003, 27, 1513
    • (2003) Comput. Chem. Eng. , vol.27 , pp. 1513
    • Jockenhovel, T.1    Biegler, L.T.2    Waì̂chter, A.3
  • 22
    • 34248180520 scopus 로고    scopus 로고
    • A software environment for simultaneous dynamic optimization
    • Lang, Y. D.; Biegler, L. T. A software environment for simultaneous dynamic optimization Comput. Chem. Eng. 2007, 31 (8) 931
    • (2007) Comput. Chem. Eng. , vol.31 , Issue.8 , pp. 931
    • Lang, Y.D.1    Biegler, L.T.2
  • 23
    • 0037108424 scopus 로고    scopus 로고
    • An Improved Method for Nonlinear Model Reduction Using Balancing of Empirical Grammians
    • Hahn, J.; Edgar, T. F. An Improved Method for Nonlinear Model Reduction Using Balancing of Empirical Grammians Comput. Chem. Eng. 2002, 26 (10) 1379
    • (2002) Comput. Chem. Eng. , vol.26 , Issue.10 , pp. 1379
    • Hahn, J.1    Edgar, T.F.2
  • 24
    • 79953302929 scopus 로고    scopus 로고
    • Reactor 4 in. (accessed Dec. 2, 2009).
    • Hedengren, J. Reactor 4 in http://www.hedengren.net/research/models.htm (accessed Dec. 2, 2009).
    • Hedengren, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.