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Original Articles

Stochastic Methods for Global Optimization

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Pages 7-40 | Published online: 14 Aug 2013

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VICTORV. LITINETSKI & BORISM. ABRAMZON. (1998) MARS - A MULTISTART ADAPTIVE RANDOM SEARCH METHOD FOR GLOBAL CONSTRAINED OPTIMIZATION IN ENGINEERING APPLICATIONS. Engineering Optimization 30:2, pages 125-154.
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Khalid Abdulaziz Alnowibet, Ahmad M. Alshamrani, Adel Fahad Alrasheedi, Salem Mahdi, Mahmoud El-Alem, Abdallah Aboutahoun & Ali Wagdy Mohamed. (2022) Efficient Modified Meta-Heuristic Technique for Unconstrained Optimization Problems. Axioms 11:9, pages 483.
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Ahmad M. Alshamrani, Adel Fahad Alrasheedi, Khalid Abdulaziz Alnowibet, Salem Mahdi & Ali Wagdy Mohamed. (2022) A Hybrid Stochastic Deterministic Algorithm for Solving Unconstrained Optimization Problems. Mathematics 10:17, pages 3032.
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Khalid Abdulaziz Alnowibet, Salem Mahdi, Mahmoud El-Alem, Mohamed Abdelawwad & Ali Wagdy Mohamed. (2022) Guided Hybrid Modified Simulated Annealing Algorithm for Solving Constrained Global Optimization Problems. Mathematics 10:8, pages 1312.
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Aynur Senol. (2022) Quadratic Modeling and Optimization of Quaternary Equilibria of Liquid–Liquid Systems of General Types, Reactive Extraction Mixtures and Aqueous Biphasic Systems. Journal of Solution Chemistry 51:2, pages 190-208.
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Bartłomiej Kizielewicz & Wojciech Sałabun. (2020) A New Approach to Identifying a Multi-Criteria Decision Model Based on Stochastic Optimization Techniques. Symmetry 12:9, pages 1551.
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V.V Zheltkova, D.A. Zheltkov & G.A. Bocharov. (2019) Modelling HIV infection: model identification and global sensitivity analysis. Mathematical Biology and Bioinformatics 14:1, pages 19-33.
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Tipaluck Krityakierne & Christine A. Shoemaker. (2015) SOMS: SurrOgate MultiStart algorithm for use with nonlinear programming for global optimization. International Transactions in Operational Research 24:5, pages 1139-1172.
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Yuri A. Katz & Nikolai V. Shokhirev. (2010) Default risk modeling beyond the first-passage approximation: Extended Black-Cox model. Physical Review E 82:1.
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Elizabeth Eskow, Brett Bader, Richard Byrd, Silvia Crivelli, Teresa Head-Gordon, Vincent Lamberti & Robert Schnabel. (2004) An optimization approach to the problem of protein structure prediction. Mathematical Programming 101:3, pages 497-514.
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Luc Devroye & Adam Krzyzak. 2002. Modeling Uncertainty. Modeling Uncertainty 383 417 .
Linet Özdamar & Melek Demirhan. (2000) Experiments with new stochastic global optimization search techniques. Computers & Operations Research 27:9, pages 841-865.
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Jian-ping1 Peng & Ding-hua Shi. (2000) Improvement of pure random search in global optimization. Journal of Shanghai University (English Edition) 4:2, pages 92-95.
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Ding-hua Shi & Jian-ping Peng. (1999) A new theoretical framework for analyzing stochastic global optimization algorithms. Journal of Shanghai University (English Edition) 3:3, pages 175-180.
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Kwong-Sak Leung, T. Wong & I. King. (1998) Probabilistic cooperative-competitive hierarchical modeling as a genetic operator in global optimization. Probabilistic cooperative-competitive hierarchical modeling as a genetic operator in global optimization.
Irfan Ullah & Sridhar Kota. (1997) Optimal Synthesis of Mechanisms for Path Generation Using Fourier Descriptors and Global Search Methods. Journal of Mechanical Design 119:4, pages 504-510.
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K.S. Al-Sultan & M.A. Al-Fawzan. (1997) A tabu search Hooke and Jeeves algorithm for unconstrained optimization. European Journal of Operational Research 103:1, pages 198-208.
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Y. V. Volkov & S. K. Zavriev. (1997) A General Stochastic Outer Approximations Method. SIAM Journal on Control and Optimization 35:4, pages 1387-1421.
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Henryk Telega. 1997. Vector and Parallel Processing — VECPAR'96. Vector and Parallel Processing — VECPAR'96 183 197 .
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M. M. Ali & C. Storey. (1994) Topographical Multilevel Single Linkage. Journal of Global Optimization 5:4, pages 349-358.
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Richard H. Byrd, Cornelius L. Dert, Alexander H. G. Rinnooy Kan & Robert B. Schnabel. (1990) Concurrent stochastic methods for global optimization. Mathematical Programming 46:1-3, pages 1-29.
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B. H. Dickman & M. J. Gilman. (1989) Monte Carlo optimization. Journal of Optimization Theory and Applications 60:1, pages 149-157.
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J. A. Snyman & L. P. Fatti. (1987) A multi-start global minimization algorithm with dynamic search trajectories. Journal of Optimization Theory and Applications 54:1, pages 121-141.
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