Development of an evolutionary neuro-fuzzy inference methodology for efficient time-series financial forecasting-Research paper

    The requirement analysis phase is predominantly based on stakeholder analysis. It is assumed
    that by this stage, key clients and stakeholders of the project have been decided along with a
    possibly qualitative technique to gather rudimentary project requirements. This phase shall also
    cover a comprehensive design plan of the system which will result in the implementation of the
    system prototypes discussed later.
    1.18 Theoretical Formulation of a type-1 FIS
    Based on the design plan envisaged in the previous stage, this phase will theoretically formulate
    and document the very first stage of the work of a “bare-bone” fuzzy inference system to
    evaluate the most basic concepts of the project. This phase shall also investigate and possibly
    implement an existing methodology to act as a benchmark for the later research.
    1.19 Implementation of the initial FIS prototype
    This phase involves the Matlab-based implementation of the formulation stated in the previous
    stage. The implementation will also involve the development of a Matlab GUIDE-based
    interface and ensure an outcome that would be used in the publication plan elaborated later in
    this section.

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