A multi-cycled sequential memetic computing approach for constrained optimisation
نویسندگان
چکیده
منابع مشابه
A multi-cycled sequential memetic computing approach for constrained optimisation
In this paper, we propose a multi-cycled sequential memetic computing structure for constrained optimisation. The structure is composed of multiple evolutionary cycles. At each cycle, an evolutionary algorithm is considered as an operator, and connects with a local optimiser. This structure enables the learning of useful knowledge from previous cycles and the transfer of the knowledge to facili...
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Difficult search and optimisation problems call for complex techniques for solving them. In particular, in cases when fitness function is costly, applying solutions, such as agent-based computing systems may be fruitful. This approach may yield even better results, in the case of memetic computing, as these algorithms tend to significantly increase the number of fitness function calls, because ...
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ژورنال
عنوان ژورنال: Information Sciences
سال: 2016
ISSN: 0020-0255
DOI: 10.1016/j.ins.2016.01.003