Solving Planning and Design Problems in the Process Industry Using Mixed Integer and Global Optimization
Author
Abstract
Suggested Citation
DOI: 10.1007/s10479-005-3976-2
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Young M. Lee & E. Jack Chen, 2002. "BASF Uses a Framework for Developing Web-Based Production-Planning-Optimization Tools," Interfaces, INFORMS, vol. 32(6), pages 15-24, December.
- Alonso, Antonio & Escudero, Laureano F. & Teresa Ortuno, M., 2000. "A stochastic 0-1 program based approach for the air traffic flow management problem," European Journal of Operational Research, Elsevier, vol. 120(1), pages 47-62, January.
- John R. Birge, 1997. "State-of-the-Art-Survey---Stochastic Programming: Computation and Applications," INFORMS Journal on Computing, INFORMS, vol. 9(2), pages 111-133, May.
- Stein W. Wallace, 2000. "Decision Making Under Uncertainty: Is Sensitivity Analysis of Any Use?," Operations Research, INFORMS, vol. 48(1), pages 20-25, February.
- C Lucas & S A MirHassani & G Mitra & C A Poojari, 2001. "An application of Lagrangian relaxation to a capacity planning problem under uncertainty," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 52(11), pages 1256-1266, November.
- Timpe, Christian H. & Kallrath, Josef, 2000. "Optimal planning in large multi-site production networks," European Journal of Operational Research, Elsevier, vol. 126(2), pages 422-435, October.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Steffen Rebennack & Josef Kallrath, 2015. "Continuous Piecewise Linear Delta-Approximations for Bivariate and Multivariate Functions," Journal of Optimization Theory and Applications, Springer, vol. 167(1), pages 102-117, October.
- Akshay Gupte & Shabbir Ahmed & Santanu S. Dey & Myun Seok Cheon, 2017. "Relaxations and discretizations for the pooling problem," Journal of Global Optimization, Springer, vol. 67(3), pages 631-669, March.
- Wang, X. & Li, D. & O'brien, C. & Li, Y., 2010. "A production planning model to reduce risk and improve operations management," International Journal of Production Economics, Elsevier, vol. 124(2), pages 463-474, April.
- Flapper, Simme Douwe P. & González-Velarde, José Luis & Smith, Neale R. & Escobar-Saldívar, Luis Jacob, 2010. "On the optimal product assortment: Comparing product and customer based strategies," International Journal of Production Economics, Elsevier, vol. 125(1), pages 167-172, May.
- Steffen Rebennack & Josef Kallrath, 2012. "Continuous Piecewise Linear δ-Approximations for MINLP Problems. II. Bivariate and Multivariate Functions," Working Papers 2012-13, Colorado School of Mines, Division of Economics and Business.
- Minner, Stefan, 2009. "A comparison of simple heuristics for multi-product dynamic demand lot-sizing with limited warehouse capacity," International Journal of Production Economics, Elsevier, vol. 118(1), pages 305-310, March.
- Waldemarsson, Martin & Lidestam, Helene & Karlsson, Magnus, 2017. "How energy price changes can affect production- and supply chain planning – A case study at a pulp company," Applied Energy, Elsevier, vol. 203(C), pages 333-347.
- Timo Berthold & Jakob Witzig, 2021. "Conflict Analysis for MINLP," INFORMS Journal on Computing, INFORMS, vol. 33(2), pages 421-435, May.
- Dag Haugland & Eligius M. T. Hendrix, 2016. "Pooling Problems with Polynomial-Time Algorithms," Journal of Optimization Theory and Applications, Springer, vol. 170(2), pages 591-615, August.
- Dirk Briskorn & Philipp Zeise, 2019. "A cyclic production scheme for the synchronized and integrated two-level lot-sizing and scheduling problem with no-wait restrictions and stochastic demand," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(4), pages 895-942, December.
- Reza Roozbahani & Babak Abbasi & Sergei Schreider & Zahra Hosseinifard, 2020. "A basin-wide approach for water allocation and dams location-allocation," Annals of Operations Research, Springer, vol. 287(1), pages 323-349, April.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- João Flávio de Freitas Almeida & Samuel Vieira Conceição & Luiz Ricardo Pinto & Ricardo Saraiva de Camargo & Gilberto de Miranda Júnior, 2018. "Flexibility evaluation of multiechelon supply chains," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-27, March.
- Onur Tavaslıoğlu & Oleg A. Prokopyev & Andrew J. Schaefer, 2019. "Solving Stochastic and Bilevel Mixed-Integer Programs via a Generalized Value Function," Operations Research, INFORMS, vol. 67(6), pages 1659-1677, November.
- Rastogi, Aditya P. & Fowler, John W. & Matthew Carlyle, W. & Araz, Ozgur M. & Maltz, Arnold & Büke, Burak, 2011. "Supply network capacity planning for semiconductor manufacturing with uncertain demand and correlation in demand considerations," International Journal of Production Economics, Elsevier, vol. 134(2), pages 322-332, December.
- Becker, Tristan & Lier, Stefan & Werners, Brigitte, 2019. "Value of modular production concepts in future chemical industry production networks," European Journal of Operational Research, Elsevier, vol. 276(3), pages 957-970.
- Baker, Erin & Bosetti, Valentina & Salo, Ahti, 2016.
"Finding Common Ground when Experts Disagree: Belief Dominance over Portfolios of Alternatives,"
MITP: Mitigation, Innovation and Transformation Pathways
243147, Fondazione Eni Enrico Mattei (FEEM).
- Erin Baker & Valentina Bosetti & Ahti Salo, 2016. "Finding Common Ground when Experts Disagree: Belief Dominance over Portfolios of Alternatives," Working Papers 2016.46, Fondazione Eni Enrico Mattei.
- Andreatta, Giovanni & Dell'Olmo, Paolo & Lulli, Guglielmo, 2011. "An aggregate stochastic programming model for air traffic flow management," European Journal of Operational Research, Elsevier, vol. 215(3), pages 697-704, December.
- Aikaterini Papapostolou & Charikleia Karakosta & Kalliopi-Anastasia Kourti & Haris Doukas & John Psarras, 2019. "Supporting Europe’s Energy Policy Towards a Decarbonised Energy System: A Comparative Assessment," Sustainability, MDPI, vol. 11(15), pages 1-26, July.
- Eric Larsen & Sébastien Lachapelle & Yoshua Bengio & Emma Frejinger & Simon Lacoste-Julien & Andrea Lodi, 2022. "Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information," INFORMS Journal on Computing, INFORMS, vol. 34(1), pages 227-242, January.
- Tsai, Kune-muh & Wang, Shan-chi, 2009. "Multi-site available-to-promise modeling for assemble-to-order manufacturing: An illustration on TFT-LCD manufacturing," International Journal of Production Economics, Elsevier, vol. 117(1), pages 174-184, January.
- Bastian, Nathaniel D. & Lunday, Brian J. & Fisher, Christopher B. & Hall, Andrew O., 2020. "Models and methods for workforce planning under uncertainty: Optimizing U.S. Army cyber branch readiness and manning," Omega, Elsevier, vol. 92(C).
- Nasreddine Saadouli, 2021. "Stochastic programming model for production planning with stochastic aggregate demand and spreadsheet-based solution heuristics," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 31(4), pages 117-127.
- Murwan Siddig & Yongjia Song, 2022. "Adaptive partition-based SDDP algorithms for multistage stochastic linear programming with fixed recourse," Computational Optimization and Applications, Springer, vol. 81(1), pages 201-250, January.
- Šárka Štádlerová & Sanjay Dominik Jena & Peter Schütz, 2023. "Using Lagrangian relaxation to locate hydrogen production facilities under uncertain demand: a case study from Norway," Computational Management Science, Springer, vol. 20(1), pages 1-32, December.
- Azaron, A. & Brown, K.N. & Tarim, S.A. & Modarres, M., 2008. "A multi-objective stochastic programming approach for supply chain design considering risk," International Journal of Production Economics, Elsevier, vol. 116(1), pages 129-138, November.
- Shiva Moslemi & Mohammad Hossein Zavvar Sabegh & Abolfazl Mirzazadeh & Yucel Ozturkoglu & Eric Maass, 2017. "A multi-objective model for multi-production and multi-echelon closed-loop pharmaceutical supply chain considering quality concepts: NSGAII approach," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 8(2), pages 1717-1733, November.
- Domptail, Stéphanie & Nuppenau, Ernst-August, 2010. "The role of uncertainty and expectations in modeling (range)land use strategies: An application of dynamic optimization modeling with recursion," Ecological Economics, Elsevier, vol. 69(12), pages 2475-2485, October.
- Elena Verdolini & Laura Díaz Anadón & Erin Baker & Valentina Bosetti & Lara Aleluia Reis, 2018.
"Future Prospects for Energy Technologies: Insights from Expert Elicitations,"
Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 133-153.
- Elena Verdolini & Laura Diaz Anadón & Erin Baker & Valentina Bosetti & Lara Aleluia Reis, 2016. "The Future Prospects of Energy Technologies: Insights from Expert Elicitations," Working Papers 2016.47, Fondazione Eni Enrico Mattei.
- Verdolini, Elena & Anadón, Laura Diaz & Baker, Erin & Bosetti, Valentina & Reis, Lara Aleluia, 2016. "The Future Prospects of Energy Technologies: Insights from Expert Elicitations," MITP: Mitigation, Innovation and Transformation Pathways 243148, Fondazione Eni Enrico Mattei (FEEM).
- Kjetil Haugen & Stein Wallace, 2006. "Stochastic programming: Potential hazards when random variables reflect market interaction," Annals of Operations Research, Springer, vol. 142(1), pages 119-127, February.
- Xin Wang & Teodor Gabriel Crainic & Stein W. Wallace, 2019. "Stochastic Network Design for Planning Scheduled Transportation Services: The Value of Deterministic Solutions," INFORMS Journal on Computing, INFORMS, vol. 31(1), pages 153-170, February.
- F. Wu & H. Li & L. Chu & D. Sculli & K. Gao, 2009. "An approach to the valuation and decision of ERP investment projects based on real options," Annals of Operations Research, Springer, vol. 168(1), pages 181-203, April.
More about this item
Keywords
Global Optimization; mixed integer programming; portfolio optimization; trilinear terms; concave objective functions; convex underestimators; origin tracing; shelf life time; petro-chemical industry; optimization under uncertainty; stochastic mixed integer optimization; robust mixed integer optimization;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:140:y:2005:i:1:p:339-373:10.1007/s10479-005-3976-2. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.