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ACISE 2017 : Special Session on Applied Computational Intelligence in Systems Engineering (ACISE)


When Apr 23, 2017 - Apr 27, 2017
Where Venice, Italy
Submission Deadline Dec 5, 2016
Notification Due Feb 20, 2017
Final Version Due Mar 15, 2017
Categories    systems engineering   computational intelligence   machine learning   optimization

Call For Papers

The ever-increasing complexity of problems arising engineering and science has motivated the development and application of novel design, solution, and analysis methodologies. In particular, computational intelligence based methods have proven to be effective in challenging settings, and have therefore been extensively applied
to such problems. Examples of such applications include nature-inspired single and multi-objective optimization, neural network based surrogate approximations, and data analysis assisted by machine learning, to name a few. Given the extensive research and application of such methods, the goal of this special session is to provide a
vivid forum for presenting recent advances in the domain of applied computational intelligence in systems engineering, both from theoretical and practical perspectives.

Topics of ACISE encompass, but are not limited to:
- Dedicated implementations of computational intelligence methods such as nature inspired optimization, neural networks, and fuzzy logic.
- Reduction of expensive evaluations (surrogates, variable-fidelity, fitness inheritance).
- Methods for multi-objective, constrained, or robust problems.
- Parallelization of algorithms (implementations on clusters, grids, parallel machines).
- Incorporation of expert systems and human-system interface.
- Data mining and statistical analysis as assistive tools.
- Examples and analysis of real-world applications in science and engineering.

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