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Sensor network software modeling platform development method based on unified modeling language

A modeling language and sensor network technology, applied in genetic models, program control devices, etc., to achieve the effect of reducing workload, reducing complexity, and reducing difficulty

Active Publication Date: 2012-09-26
NANJING UNIV OF POSTS & TELECOMM
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  • Abstract
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Problems solved by technology

Also, in many cases, the industry's long-standing habit of measuring a programmer by lines of code rather than solutions has created many of these problems

Method used

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  • Sensor network software modeling platform development method based on unified modeling language
  • Sensor network software modeling platform development method based on unified modeling language
  • Sensor network software modeling platform development method based on unified modeling language

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Embodiment Construction

[0036] 1. Architecture

[0037] The architecture of the development method of the sensor network software modeling platform based on the unified modeling language and genetic algorithm of the present invention includes: an agent-based unified modeling language model, an optimization model, and a sensor network software modeling based on the optimization model platform.

[0038] The agent-based unified modeling language model uses the agent idea and the characteristics of the sensor network to define the domain model of the agent-based unified modeling language through a meta-model. The model covers multiple model diagrams, including group Activity diagrams, diagrams of agents owned by groups, diagrams of groups that agents belong to, diagrams of roles owned by groups, diagrams of relationships between groups.

[0039] The main steps of the genetic algorithm are as follows:

[0040] (1) Randomly generate an initial population with N individuals, and the population evolution...

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Abstract

The invention discloses a sensor network software modeling platform development method based on a unified modeling language and a genetic algorithm. By combining with the thought of an intelligent agent and the genetic algorithm, a model suitable for sensor network software development is built with the unified modeling language; the built model is optimized by the genetic algorithm; and a modeling platform based on the model is built. A model formed the unified modeling language based on the intelligent agent is built, and by defining a meta-model of a domain model formed by the unified modeling language based on the intelligent agent, the domain model comprises a plurality of diagrammatic figures, namely, an activity diagram of a group, an intelligent agent diagram owned by the group, a group diagram to which the intelligent agent belongs, a role diagram owned by the group and a relational graph between groups. The model is optimized by the genetic algorithm, so that attribute redundancy in the group in the model is lowered, and the model with the perfect performance is obtained. According to the sensor network software modeling platform development method, a purpose that a sensor network software model is visually built is realized, and the sensor network software development difficulty is lowered.

Description

technical field [0001] The invention relates to a development process of a sensor network software modeling platform, combining the idea of ​​an agent and a genetic algorithm, using a unified modeling language to construct a model suitable for sensor network software development, and then optimizing the created model through a genetic algorithm , and build a modeling platform based on this model. This technology belongs to the intersection technology field of computer network, artificial intelligence and sensor network. Background technique [0002] Sensor network technology is one of the three important research technologies in the 21st century. Wireless sensor network technology is a typical military-civilian dual-use strategic high technology with interdisciplinary nature, which can be widely used in national defense, national security, environmental science, traffic management, disaster prediction, medical and health care, manufacturing, urban information construction, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/44G06N3/12
Inventor 陈志顾敏丽岳文静
Owner NANJING UNIV OF POSTS & TELECOMM
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