Nature has always been an inspiration for many metaheuristic algorithms. It managed to find solutions to problems without prompting, based on individual experience. Natural selection and survival of the fittest were the main motivation for the creation of early metaheuristic algorithms. In nature, animals communicate with each other in many ways. Fireflies use their ability to blink to communicate. There are about 2000 species of fireflies with their own special flash patterns. There ...
In python a Utils class is a general purposed utility class with functions and lines of code which we can reuse without creating an instance of a class. The Standard library for matrices provides us with some very important features and methods that we can use to Initialize, transform, manipulate matrices, and much more but like any other libraries ever built it can be extended to perform extra stuff that might be necessary/needed ...
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 ...
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