Computational Optimization, Modelling and Simulation: Past, Present and Future | Zendy

XinShe Yang | Zendy; Sławomir Kozieł | Zendy; Leifur Leifsson | Zendy

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Computational Optimization, Modelling and Simulation: Past, Present and Future

Author(s) -

XinShe Yang,

Sławomir Kozieł,

Leifur Leifsson

Publication year - 2014

Publication title -

procedia computer science

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.334

H-Index - 76

ISSN - 1877-0509

DOI - 10.1016/j.procs.2014.05.067

Subject(s) - computer science , engineering optimization , management science , data science , scale (ratio) , industrial engineering , operations research , systems engineering , optimization problem , algorithm , physics , quantum mechanics , engineering , economics

An integrated part of modern design practice in both engineering and industry is simulation and optimization. Significant challenges still exist, though huge progress has been made in the last few decades. This 5th workshop on Computational Optimization, Modelling and Simulation (COMS 2014) at ICCS 2014 will summarize the latest developments of optimization and modelling and their applications in science, engineering and industry. This paper reviews the past developments, the state-of-the-art present and the future trends, while highlighting some challenging issues in these areas. It can be expected that future research should focus on the data intensive applications, approximations for computationally expensive methods, combinatorial optimization, and large-scale applications

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