Computational optimization, modelling and simulation: smart algorithms and better models
Article
Yang, X., Koziel, S. and Leifsson, L. 2012. Computational optimization, modelling and simulation: smart algorithms and better models. Procedia Computer Science. 9, pp. 852-856. https://doi.org/10.1016/j.procs.2012.04.091
Type | Article |
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Title | Computational optimization, modelling and simulation: smart algorithms and better models |
Authors | Yang, X., Koziel, S. and Leifsson, L. |
Abstract | Computationaloptimization is becoming a standard tool that is widely used in engineering design and industrial applications. Products and services are often concerned with the maximization of profits and reduction of cost, but also aim at being more energy-efficient, environment-friendly and safety-ensured; at the same time they are limited by resources, time and money. Despite of increasing computer power and availability of better simulation packages, there are a number of challenges remaining when applying numerical optimization methods for real-world engineering problems. Also, new challenges emerge when attempting to attack problems whose solution by means of simulation-based optimization was not even possible in the past. This third workshop on ComputationalOptimization, Modelling and Simulation (COMS 2012) at ICCS 2012 will further summarize the latest developments of optimization and modelling and their applications in science, engineering and industry. |
Keywords | algorithm; black-box modelling; computational optimization; derivative-free method; optimization algorithm; modelling; nonlinear optimization; surragate-based optimization; simulation |
Publisher | Elsevier |
Journal | Procedia Computer Science |
Proceedings of the International Conference on Computational Science, ICCS 2012 | |
ISSN | 1877-0509 |
Publication dates | |
2012 | |
Publication process dates | |
Deposited | 16 Nov 2012 |
Output status | Published |
Digital Object Identifier (DOI) | https://doi.org/10.1016/j.procs.2012.04.091 |
Web of Science identifier | WOS:000306288400090 |
Language | English |
https://repository.mdx.ac.uk/item/83w69
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