Digital biological system for simulating biological competition and evolution process

Abstract

The invention relates to a digital biological system for simulating a biological competition and evolution process. According to one aspect of the invention, the process from birth, reproduction, variation, competition among individuals to death of a biological individual is simulated by programs, and each single program represents a biological individual. Once a parent program is started, the duplicate child programs can be initialized and die automatically; as the individuals are different in the execution times for implementing a certain loop command before child duplication and the CPU (central processing unit) processing time to be consumed, different competitive advantage degrees are formed among different programs, and the numbers of the reproduced child programs are different as well. By setting different parameters, the programs can simulate different variant children and simulate the competition as well as the evolution process of selecting the superior and eliminating the inferior of biological individuals, thereby providing a new experiment tool of a bionic model.

Description

technical field [0001] The present invention belongs to the field of digital organisms of artificial life. Specifically, the present invention relates to a computer bionic tool, in which the program representing a digital creature individual can be initialized independently, subprograms can be copied, different subprograms can be generated with a certain probability, and the subprograms have different competitiveness , and each subroutine has a certain lifespan. The computer bionic tool can be applied to bionic experiments simulating biological competition and evolution process. Background technique [0002] With the development of computer science and biological science in the 20th century, a new comprehensive discipline-artificial life was born in the frontier field of biological science and computer science. Artificial life refers to an artificial system established in imitation of biological life activity laws and self-organized evolutionary systems. It tries to constr...

AI Technical Summary

Problems solved by technology

[0005] However, the digital biological system in the past did not solve the problem of natural competition between individuals. It mainly relied on the rules of the game for the interaction between some unit programs or the way of calculating the answers of a series of functions combined with the scoring system to generate competition between programs. differences, and need to allocate different operating system resources (such as cpu allocation time) to each program according to artificially predetermined rules, and use these corresponding resource rewards to simulate the natural selection process

This will lead to the fact that the competition between individual programs is not truly free competition, and the artificially predetermined selection rules or scoring systems will directly affect the experimental results. These digital biological programs cannot complete the entire life cycle independently, and must rely on some external resource allocation or instructions to complete the experiment. Complete all life cycles, and the digital biological system is not an open system, it must be executed in a virtual computer environment

These shortcomings limit the further development and application of digital biological systems

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