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Group behavior logic optimization method and computer readable storage medium

A logic optimization and behavior technology, applied in the direction of evolutionary organisms, instruments, biological systems, etc., can solve problems such as the inability to optimize group behavior logic

Active Publication Date: 2021-01-12
NAT UNIV OF DEFENSE TECH
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Problems solved by technology

[0004] In view of this, the present invention provides a method for optimizing group behavior logic and a computer-readable storage medium to solve the problem that the prior art cannot optimize group behavior logic through the GEP algorithm

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  • Group behavior logic optimization method and computer readable storage medium
  • Group behavior logic optimization method and computer readable storage medium
  • Group behavior logic optimization method and computer readable storage medium

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Embodiment Construction

[0080] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments produced by persons of ordinary skill in the art without creative work fall within the protection scope of the present invention. In addition, it should be noted that "the..." in the content of the specific embodiment only refers to the technical attributes or characteristics of the present invention.

[0081] Gene expression programming (gene expression programming, GEP) is an "upgrade" of genetic algorithm (genetic gorithm, GA) and genetic programming (genetic programming, GP) methods, GEP can construct chromosomes of different lengths, and translate chromosomes into expression trees ( Expression ...

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Abstract

The invention provides a group behavior logic optimization method and a computer readable storage medium. According to the group behavior logic optimization method, firstly abstract discrete group behaviors and behavior execution logic are mapped to a behavior tree BT, then the behavior tree is mapped to an expression tree ET which can be optimized by a gene expression programming GEP algorithm, and the BT is optimized through the specific code in the ET optimized by the GEP algorithm, so that the optimization of the group behavior logic is finally realized. The group behavior logic optimization method provided by the invention has good optimization performance, so that a large amount of time can be saved when the optimized group behavior logic executes the task.

Description

technical field [0001] The invention belongs to the technical field of computer image recognition, and in particular relates to a group behavior logic optimization method and a computer-readable storage medium. Background technique [0002] Swarm intelligence enables groups to accomplish tasks that individuals cannot do individually according to their own rules of behavior. In addition, the colony should also have the flexibility to automatically adjust the behavior mode under the influence of the environment and internal factors of the bee colony. Completing tasks adaptively has been a hotspot in the research of swarm intelligence in recent years. Behavior Tree (BT) is used to represent group behavior logic. Compared with hierarchical finite state machines, BT has great advantages in expressing the behavioral logic of agents, and has the characteristics of modularization and more emphasis on the conversion of behavioral logic. BT is widely used in various game platforms....

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Application Information

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IPC IPC(8): G16B5/00G16B10/00
CPCG16B5/00G16B10/00
Inventor 朱晓敏包卫东陶晶晶王吉马力方涛生吴梦欧阳佶张亮
Owner NAT UNIV OF DEFENSE TECH
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