63
Views
27
CrossRef citations to date
0
Altmetric
Original Articles

Neural network prediction in a system for optimizing simulations

&
Pages 273-282 | Received 01 Jun 2000, Accepted 01 Feb 2001, Published online: 13 Jul 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (2)

Fabian Dunke & Stefan Nickel. (2023) Metamodel-based dynamic algorithm configuration using artificial neural networks. International Journal of General Systems 0:0, pages 1-31.
Read now
B Dengiz, C Alabas-Uslu & O Dengiz. (2009) Optimization of manufacturing systems using a neural network metamodel with a new training approach. Journal of the Operational Research Society 60:9, pages 1191-1197.
Read now

Articles from other publishers (25)

Alireza Hamedianfar, Cheikh Mohamedou, Annika Kangas & Jari Vauhkonen. (2022) Deep learning for forest inventory and planning: a critical review on the remote sensing approaches so far and prospects for further applications. Forestry: An International Journal of Forest Research 95:4, pages 451-465.
Crossref
Kalvis Kons, Pedro La Hera & Dan Bergström. (2020) Modelling Dynamics of a Log-Yard through Discrete-Event Mathematics. Forests 11:2, pages 155.
Crossref
Chengtao Wang, Wei Li, Gaifang Xin, Yuqiao Wang & Shaoyi Xu. (2019) Prediction Model of Corrosion Current Density Induced by Stray Current Based on QPSO-Driven Neural Network. Complexity 2019, pages 1-15.
Crossref
Dylan Rijnen, Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa & Yingqian Zhang. (2019) Machine Learning based Simulation Optimisation for Trailer Management. Machine Learning based Simulation Optimisation for Trailer Management.
Pankaj Pal & Siddhartha Bhattacharyya. 2018. Quantum-Inspired Intelligent Systems for Multimedia Data Analysis. Quantum-Inspired Intelligent Systems for Multimedia Data Analysis 213 261 .
Trupti H. Nagrare & A. A. Gurjar. (2017) Adaptive neuro fuzzy inference system for modeling of electronics devices: A review. Adaptive neuro fuzzy inference system for modeling of electronics devices: A review.
Taho Yang, Yiyo Kuo, Chao-Ton Su & Chia-Lin Hou. (2015) Lean production system design for fishing net manufacturing using lean principles and simulation optimization. Journal of Manufacturing Systems 34, pages 66-73.
Crossref
Ashkan Negahban & Jeffrey S. Smith. (2014) Simulation for manufacturing system design and operation: Literature review and analysis. Journal of Manufacturing Systems 33:2, pages 241-261.
Crossref
Jeh-Nan Pan, Pin Kung, Abraham Bretholt & Jia-Xiang Lu. (2014) Prediction of energy’s environmental impact using a three-variable time series model. Expert Systems with Applications 41:4, pages 1031-1040.
Crossref
Tingting Xu, Xiaoming Liu & Xin Yang. (2011) Ship Trajectory Online Prediction Based on BP Neural Network Algorithm. Ship Trajectory Online Prediction Based on BP Neural Network Algorithm.
Chrysostomos D. Stylios & George Georgoulas. (2011) Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps. Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps.
H Mebrahtu, R Walker, T Dionysopoulos & T Mileham. (2009) Manufacturing performance optimization: The simulation—expert mechanism approach. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 223:12, pages 1625-1634.
Crossref
Anna Syberfeldt, Henrik Grimm, Amos Ng, Martin Andersson & Ingemar Karlsson. (2008) Simulation-based optimization of a complex mail transportation network. Simulation-based optimization of a complex mail transportation network.
Matteo Mario Savino. (2008) Production scheduling based on Tabu and Scatter Search techniques with an heuristic approach. Production scheduling based on Tabu and Scatter Search techniques with an heuristic approach.
B. Scholz-Reiter & T. Hamann. (2008) The behaviour of learning production control. CIRP Annals 57:1, pages 459-462.
Crossref
Sudip Bhattacharjee, Hong Zhang, R. Ramesh & Dee H. Andrews. (2007) A Decomposition and Guided Simulation Methodology for Large-Scale System Design: A Study in QoS-Capable Intranets with Fixed and Mobile Components. INFORMS Journal on Computing 19:3, pages 429-442.
Crossref
Taho Yang, Hsin-Pin Fu & Kuang-Yi Yang. (2007) An evolutionary-simulation approach for the optimization of multi-constant work-in-process strategy—A case study. International Journal of Production Economics 107:1, pages 104-114.
Crossref
Abdellah El-Fallahi, Rafael Martí & Leon Lasdon. (2006) Path relinking and GRG for artificial neural networks. European Journal of Operational Research 169:2, pages 508-519.
Crossref
Rafael Martí. (2006) Scatter Search—Wellsprings and Challenges. European Journal of Operational Research 169:2, pages 351-358.
Crossref
Ana Maria Lara Palma, Lourdes Sáiz Bárcena & Joaquín Pacheco. 2006. Intelligent Data Engineering and Automated Learning – IDEAL 2006. Intelligent Data Engineering and Automated Learning – IDEAL 2006 815 822 .
Taho Yang, Yiyo Kuo & Pohung Chou. (2005) Solving a multiresponse simulation problem using a dual-response system and scatter search method. Simulation Modelling Practice and Theory 13:4, pages 356-369.
Crossref
Rafael Martı́ & Abdellah El-Fallahi. (2004) Multilayer neural networks: an experimental evaluation of on-line training methods. Computers & Operations Research 31:9, pages 1491-1513.
Crossref
Kristen Bell Detienne, David H. Detienne & Shirish A. Joshi. (2016) Neural Networks as Statistical Tools for Business Researchers. Organizational Research Methods 6:2, pages 236-265.
Crossref
J. April, F. Glover, J.P. Kelly & M. Laguna. (2003) Practical introduction to simulation optimization. Practical introduction to simulation optimization.
M. Manic & B. Wilamowski. (2003) Random weights search in compressed neural networks using overdetermined pseudoinverse. Random weights search in compressed neural networks using overdetermined pseudoinverse.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.