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  2. Nonlinear system identification - Wikipedia

    en.wikipedia.org/.../Nonlinear_system_identification

    System identification is a method of identifying or measuring the mathematical model of a system from measurements of the system inputs and outputs. The applications of system identification include any system where the inputs and outputs can be measured and include industrial processes, control systems, economic data, biology and the life sciences, medicine, social systems and many more.

  3. SAAM II - Wikipedia

    en.wikipedia.org/wiki/SAAM_II

    SAAM II offers a user-friendly interface that eliminates the need for coding. Within the compartmental module, users can construct models effortlessly by drag-and-dropping various model components, such as circles, arrows, and boxes. To simulate the model's behavior, creating model conditions is a straightforward process.

  4. System identification - Wikipedia

    en.wikipedia.org/wiki/System_identification

    In the context of nonlinear system identification Jin et al. [9] describe grey-box modeling by assuming a model structure a priori and then estimating the model parameters. Parameter estimation is relatively easy if the model form is known but this is rarely the case.

  5. List of model checking tools - Wikipedia

    en.wikipedia.org/wiki/List_of_model_checking_tools

    In 1999, Judi Romijn compared two model checkers (CADP and SPIN) on the HAVi interoperability audio-video protocol for consumer electronics. [3] In 2003, Yifei Dong, Xiaoqun Du, Gerard J. Holzmann, and Scott A. Smolka published a comparison of four model checkers (namely: Cospan, Murphi, SPIN, and XMC) on a communication protocol, the GNU i ...

  6. Identifiability - Wikipedia

    en.wikipedia.org/wiki/Identifiability

    Identifiability of the model in the sense of invertibility of the map is equivalent to being able to learn the model's true parameter if the model can be observed indefinitely long. Indeed, if {X t} ⊆ S is the sequence of observations from the model, then by the strong law of large numbers,

  7. Subspace identification method - Wikipedia

    en.wikipedia.org/wiki/Subspace_identification_method

    In mathematics, specifically in control theory, subspace identification (SID) aims at identifying linear time invariant (LTI) state space models from input-output data. SID does not require that the user parametrizes the system matrices before solving a parametric optimization problem and, as a consequence, SID methods do not suffer from problems related to local minima that often lead to ...

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  9. List of software reliability models - Wikipedia

    en.wikipedia.org/wiki/List_of_software...

    2.0 Overview of Software Reliability Growth (Estimation) Models Software reliability growth (or estimation) models use failure data from testing to forecast the failure rate or MTBF into the future. The models depend on the assumptions about the fault rate during testing which can either be increasing, peaking, decreasing or some combination of ...