(Field of Science):
- Automation, electronic and electrical engineering (Engineering and Technology)
- Information and communication technology (Engineering and Technology)
- Biomedical engineering (Engineering and Technology)
- Pharmacology and pharmacy (Medical and Health Sciences )
- Computer and information sciences (Natural sciences)
(Field of Science)
Ministry points: Help
|Year 2022||200||Ministry Scored Journals List 2019|
|2022||200||Ministry Scored Journals List 2019|
|2021||200||Ministry Scored Journals List 2019|
|2020||200||Ministry Scored Journals List 2019|
|2019||200||Ministry Scored Journals List 2019|
Papers published in journal
An automatic selection of optimal recurrent neural network architecture for processes dynamics modelling purposesPublication
A problem related to the development of algorithms designed to find the structure of artificial neural network used for behavioural (black-box) modelling of selected dynamic processes has been addressed in this paper. The research has included four original proposals of algorithms dedicated to neural network architecture search. Algorithms have been based on well-known optimisation techniques such as evolutionary algorithms and...
In evolutionary multi-objective optimization (EMO) the aim is to find a set of Pareto-optimal solutions. Such approach may be applied to multiple real-life problems, including weather routing (WR) of ships. The route should be optimal in terms of passage time, fuel consumption and safety of crew and cargo while taking into account dynamically changing weather conditions. Additionally it must not violate any navigational constraints...
Vast majority of practical engineering design problems require simultaneous handling of several criteria. For the sake of simplicity and through a priori preference articulation one can turn many design tasks into single-objective problems that can be handled using conventional numerical optimization routines. However, in some situations, acquiring comprehensive knowledge about the system at hand, in particular, about possible...
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