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Engineering Optimization Volume 21, 1993 - Issue 4
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Original Articles

MIXED-DISCRETE NONLINEAR OPTIMIZATION WITH SIMULATED ANNEALING

CHUN ZHANG Department of Industrial Engineering, The University of Iowa, Iowa City, Iowa, 52242, U.S.A.
&
HSU-PIN (BEN) WANG Department of Industrial Engineering, The University of Iowa, Iowa City, Iowa, 52242, U.S.A.
Pages 277-291 | Published online: 27 Apr 2007

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Jung-Fa Tsai, Ming-Hua Lin & Lei-Yi Peng. (2020) Finding all global optima of engineering design problems with discrete signomial terms. Engineering Optimization 52:1, pages 165-184.
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Der‐Shin Juang, Yuan‐Ta Wu & Wei‐Tze Chang. (2003) Optimum design of truss structures using discrete Lagrangian method. Journal of the Chinese Institute of Engineers 26:5, pages 635-646.
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YUNG-CHIEN LIN, KAO-SHING HWANG & FENG-SHENG WANG. (2001) CO-EVOLUTIONARY HYBRID DIFFERENTIAL EVOLUTION FOR MIXED-INTEGER OPTIMIZATION PROBLEMS. Engineering Optimization 33:6, pages 663-682.
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KEMPER LEWIS*FARROKH MISTREE. (1999) FORAGING-DIRECTED ADAPTIVE LINEAR PROGRAMMING (FALP): A HYBRID ALGORITHM FOR DISCRETE/ CONTINUOUS DESIGN PROBLEMS. Engineering Optimization 32:2, pages 191-217.
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KEMPER LEWIS & FARROKH MISTREE. (1998) THE OTHER SIDE OF MULTIDISCIPLINARY DESIGN OPTIMIZATION: ACCOMODATING A MULTIOBJECTIVE, UNCERTAIN AND NON-DETERMINISTIC WORLD. Engineering Optimization 31:2, pages 161-189.
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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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CHUN (CHUCK)ZHANG & HSU-PIN (BEN)WANG. (1998) Robust design of assembly and machining tolerance allocations. IIE Transactions 30:1, pages 17-29.
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R. SRICHANDER. (1995) EFFICIENT SCHEDULES FOR SIMULATED ANNEALING. Engineering Optimization 24:3, pages 161-176.
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SHUI-SHUN LIN, CHUN (CHUCK) ZHANG & HSU-PIN (BEN) WANG. (1995) ON MIXED-DISCRETE NONLINEAR OPTIMIZATION PROBLEMS: A COMPARATIVE STUDY. Engineering Optimization 23:4, pages 287-300.
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Godfrey C. Onwubolu & B. V. BabuIvan Zelinka & Jouni Lampinen. 2004. New Optimization Techniques in Engineering. New Optimization Techniques in Engineering 633 653 .
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Mohit Tawarmalani & Nikolaos V. Sahinidis. 2002. Handbook of Global Optimization. Handbook of Global Optimization 65 85 .
Hirotaka Nakayama, Masao Arakawa & Rie Sasaki. 2001. Artificial Neural Networks — ICANN 2001. Artificial Neural Networks — ICANN 2001 73 80 .
Yung-Chien Lin, Feng-Sheng Wang & Kao-Shing Hwang. (1999) A hybrid method of evolutionary algorithms for mixed-integer nonlinear optimization problems. A hybrid method of evolutionary algorithms for mixed-integer nonlinear optimization problems.
J. C. Korngold & G. A. Gabriele. (1997) Multidisciplinary Analysis and Optimization of Discrete Problems Using Response Surface Methods. Journal of Mechanical Design 119:4, pages 427-433.
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S Lu. (2005) Towards intelligent systems for boiler design. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy 211:5, pages 399-409.
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Y.J. Cao & Q.H. Wu. (1997) Evolutionary programming. Evolutionary programming.
Deyi Xue. (1997) A multilevel optimization approach considering product realization process alternatives and parameters for improving manufacturability. Journal of Manufacturing Systems 16:5, pages 337-351.
Crossref
Kristina Holmqvist, Athanasios Migdalas & Panos M. Pardalos. 1997. Parallel Computing in Optimization. Parallel Computing in Optimization 471 527 .
Prosenjit D. Chaudhuri & Urmila M. Diwekar. (1996) Process synthesis under uncertainty: A penalty function approach. AIChE Journal 42:3, pages 742-752.
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Shyue-Jian Wu & Pei-Tse Chow. (1994) Genetic algorithms for solving mixed-discrete optimization problems. Journal of the Franklin Institute 331:4, pages 381-401.
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Yen-Chu Wu & Eleftheria Kontou. (2021) Designing Electric Vehicle Incentives to Meet Emissions Reduction Targets. SSRN Electronic Journal.
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