Machine learning relies on training data to learn the general behaviour of the market to ultimately make fairly accurate predictions. The chosen learning algorithm has to wade through a carefully selected sample to extract meaningful information. Indicators can be thought of as purveyors of information about the underlying price series they are applied to. Using this premise, entropy can be used to measure how much information is communicated by an indicator. ...
An aggregation of fish is the general term for any collection of fish that have gathered together in some locality. Fish aggregations can be structured or unstructured. Fish form schools in nature in several ways. As a rule, they prefer larger schools, consisting of individuals only of their own species. The question of how schooling fish choose the direction in which to swim remains unresolved. This schooling behavior prompted many researchers ...
Linux has a vibrant development ecosystem and a good ergonomic for software development. Normally MetaTrader 5 developers just use MQL5 programming language to develop their indicators/experts or related products then publish on the market to end-users without any concern about which OS to base on. But when developers need to involve developing a custom solution as a shared library (DLL) to further expand and provide additional services ...
The cuckoo is a fascinating bird, not only because of its singing, but also because of its aggressive breeding strategy, which consists in laying eggs into nests of other birds. Cuckoo search is one of the latest nature-inspired heuristic algorithms developed by Yang and Deb in 2009. It is based on the parasitism of some cuckoo species. This algorithm has been further improved by so-called Levy flights rather than simple isotropic random walk methods. ...
Since recently, MetaTrader 5 features a new program type known as a service. According to the developer, services allow users to create custom price feeds for the terminal, i.e. to implement price delivery from external systems in real time, just like it is implemented on brokers' trade servers. This is not the only feature of services. In this article, I will consider the nuances of working ...
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