Models of Computation Assignment Help

In Computer Science, a model of computation is a model that defines how an output of a mathematical function is computed. A model will often describe units of memory, how computation, and communications are organized. By using a model, one is able to study the performance of the algorithm with the variations specific to certain technology and implementation.

Key Features

A model of computation is a model that describes how an output of a mathematical function is computed given an input in computer science.

It is common in the field of runtime analysis of algorithms to specify a computational model in terms of primitive operations with unit cost, or simply unit-cost operations.

Using a model allows for the study of algorithm performance independent of the variations that are specific to specific implementations and technologies.

It is the model of the programmer, or the conceptual framework within which larger designs are built by composing components.

Models of computation that support concurrency will be required for the design of embedded software. Concurrency complicates system design in practise.

For concurrent computation, no universal model of computation has yet emerged (although some proponents of one approach or another will dispute this).

Models of Computation Homework and Assignment Help

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Key Topics

    A Model Of Computation Includes Four Components:

    a) An Architectural Component- It is described as an interconnection of modules of various functionalities.

    b) A Specification Component – It determines what is a valid algorithm/program.

    c) An Execution Component- It defines the sequences of states of the architectural modules that constitute valid executions of a program or an algorithm

    d) A Cost Component- It describes one or more cost metrics for each execution.

    A Model Of Computation Can Be Evaluated Keeping In Mind Three Conflicting Requirements:

    a) The ease of algorithm/program design and analysis.
    b) The ability to estimate, using the cost metrics provided by the model.
    c) The actual performance of a program on a certain platform and on a class of platforms.

    Our Models of Computation Homework Help recognize the six basic computational models that include:

    • Turing
    • Von Neumann
    • Dataflow
    • Applicative
    • Object-based
    • Predicate logic-based

    Computational Models, Languages, And Architecture Classes

    Computational ModelLanguage ClassArchitecture Class
    Turing‘Type 0’ languages 
    von NeumannImperativeVon Neumann
    DataflowSingle Assignment (dataflow)Dataflow
    ApplicativeFunctionalReduction
    Object-basedObject-OrientedObject-Oriented
    Predicate logic basedLogic ProgrammingSo far unnamed
    Object-basedObject-OrientedObject-Oriented
    Predicate logic basedLogic ProgrammingSo far unnamed

    Features of Computational Models

    The Key Features Of Computational Models Are –

    1.) Basic items of Computation –The first abstraction identifies the basic items of computation. It defines any type of computation that needs to be implemented on them. For example, the basic items of the Von Neumann are data. The data will be defined by named entities to differentiate between diverse data items. These named entities are known as variables and are executed by register or memory addresses in architectures.

    2.) Problem description model − It refers to the style and method of the problem description. Its style specifies how problems in a specific computational model are represented. The style can be either procedural or declarative. Our Models of Computation Homework Help indicate that the algorithm for clarifying the issue is stated in a procedural style with a specified solution mentioned in the algorithm design. Our Models of Computation Project Help Online state that if a declarative style is used, all the facts and relationships that apply to the problem need to be defined.

    3.) Execution Model − The first component showcases the interpretation of the computation, which is attributed to the problem description method. It specifies how a single execution step needs to be implemented.

    Sequential Models Homework Help

    Our Models of Computing Homework Help state that a sequential model will always have instructions being executed one after the other.

    The Sequential Model Comprises Of The Following:

    • Post Machines
    • Finite state machine
    • Push down Automata
    • Register Machines
    • Turning Machines
    • Decision Tree Model

    Functional Models Assignment Help

    Our Model of Computational Project Help Online states that in software engineering, a function model is defined as a structured representation of functions such as processes, actions, and activities within the subject area.

    In Computing, The Functional Model Will Always Comprise Of:

    • Lambda Calculus
    • Combination Logic
    • Abstract rewriting systems
    • General recursive functions

    Concurrent Models Project Help

    In our Models of Computation Course Online, concurrent computing is defined as a form of computing whereby diverse computations are executed at the same time during overlapping time periods. It does this differently than other models that follow a sequential system whereby one computation will be completed before another is executed.

    Some Of The Most Common Concurrent Models Include:

    • Petri nets
    • Interaction nets
    • Actor model
    • Kahn process networks
    • Logic gates

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