The Promotion of Computer Technology Under Artificial Intelligence
Hai Wang
Nanning University, Nanning City, Guangxi Province, 530200, China
Keywords: Computational Theory, Artificial Intelligence Algorithms, Internet, Cybersecurity.
Abstract: With the continuous development of science and technology, people's requirements for computer networks
are also increasing. While requiring intelligent computer networks, it is also necessary to have humanized
services. Therefore, the role of network management system in the intelligent development of Internet system
is very important, but there is a problem of inaccurate evaluation of results. The traditional Internet model
cannot solve the problems existing in the intelligent development of the Internet system, especially the
problem of network security, and the evaluation is unreasonable. Therefore, this paper proposes an artificial
intelligence algorithm for innovative network management system analysis. Firstly, the calculation theory is
used to evaluate the data, and the indicators are divided according to the requirements of the network
management system to reduce the interference factors in the network management system. Then, the
computing theory analyzes the network management system of the Internet intelligent system, forms the
network management system scheme, and comprehensively analyzes the results of the network management
system. MATLAB simulation shows that under certain evaluation criteria, the accuracy, timeliness and
security of artificial intelligence algorithms for the network management system of Internet intelligent system
are better than the traditional Internet mode.
1 INTRODUCTION
Computer technology has been integrated into all
aspects of people's life, work and study, which is of
great significance to the rapid development of society
(Luan and Chen, 2023). However, in the process of
network management system, the network
management system scheme has the problem of poor
accuracy, which has a certain impact on the
application of artificial intelligence (Liu and Cao, et
al. 2023). Some scholars believe that the application
of artificial intelligence algorithms to the analysis of
the intelligent development of Internet systems can
effectively analyze the network management system
scheme and provide corresponding support for the
network management system (DUAN and LIU,
2023). On this basis, this paper proposes an artificial
intelligence algorithm to optimize the network
management system scheme and verify the
effectiveness of the model (Wang, 2022).
2 RELATED CONCEPTS
2.1 Mathematical Description of
Artificial Intelligence Algorithms
The artificial intelligence algorithm uses computer
science theory to optimize the network management
system scheme, and according to the indicators in the
network management system, finds the unqualified
values in the intelligent development of the Internet
system is
a
, and integrates the network management
system solution is
i
T
, and finally judges the feasibility
of the intelligent development of the Internet system
is
i
Px
, the calculation is shown in Equation (1).
i
P
xa τ =−

(1
)
Among them, the judgment of outliers is shown in
Equation (2).
468
Wang, H.
The Promotion of Computer Technology Under Artificial Intelligence.
DOI: 10.5220/0013545700004664
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 3rd International Conference on Futuristic Technology (INCOFT 2025) - Volume 1, pages 468-472
ISBN: 978-989-758-763-4
Proceedings Copyright © 2025 by SCITEPRESS – Science and Technology Publications, Lda.

1
n
iij
i
aTx ττ
=
−= +⋅
∏

(2
)
Artificial intelligence algorithms combine the
advantages of computer science theory, use the
intelligent development of Internet systems to
quantify, and can improve the computer technology
of network management systems.
Assume that I. The network management system
requirements is
y
, the network management system
scheme is
τ
, the security degree of the network
management system scheme is
i
z
, and the network
management system scheme judgment function is
ij
p
,as shown in Equation (3).
ij
py
τ =−

(3)
2.2 Selection of Computer Technology
Programs
Hypothesis II. The intelligent development function
of the Internet system is
i
A
s
, the weight coefficient
is
ij
p
, then, the network management system requires
the intelligent development of the unqualified
Internet system as shown in Equation (4).
iiji
i
As p x
ς
=+

(4)
According to hypotheses I and II, a
comprehensive function of computer technology can
be obtained, and the result is shown in Equation (5).
ii
Ix A s a τ +≤−

(5)
In order to improve the effectiveness of the
network management system, all data needs to be
standardized and the result is shown in Equation (6).
1
n
ii iij
i
I
xAs Tx τ
=
+↔ +⋅
∏
(6
)
2.3 Analysis of Network Management
System Scheme
Before carrying out the artificial intelligence
algorithm, it is necessary to conduct a multi-
dimensional analysis of the network management
system scheme, map the network management system
requirements to the Internet system intelligent
development data database, and eliminate the
unqualified network management system scheme is
k
ij
Z
V
. According to Equation (6), the anomaly
evaluation scheme can be proposed, and the results
are shown in Equation (7).
1
k
ii
ij
n
iij
i
I
xAs
ZV
Tx
τ
=
+
=
+⋅
∏
(7
)
Among them, it is
1
1
ii
n
iij
i
Ix A s
Tx
τ
=
+
≤
+⋅
∏
,stated that
the scheme needs to be proposed, otherwise the
scheme needs to be integrated into it is
ij
t
ρ
, and the
result is shown in Equation (8).
min[ ]
ij i i
tIxAs ρ =+

(8
)
The intelligent development of the Internet
system is comprehensively analyzed, and the
threshold and index weights of the network
management system scheme are set to ensure the
accuracy of the artificial intelligence algorithm. The
intelligent development of Internet system into a
system test network management system solution
requires innovative analysis. If the intelligent
development of the Internet system is in a non-normal
distribution, its network management system scheme
will be affected is
()
i
unno k
, reducing the accuracy
of the overall network management system is
()
ij i
K
x
, and the calculation result is shown in
Equation (9).
min[ ]
( ) 100%
ii
ij i
ii
Ix A s
Kx
Ix A s
+
=×
+


(9
)
The Promotion of Computer Technology Under Artificial Intelligence
469

The survey of the network management system
scheme shows that the computer technology scheme
presents a multi-dimensional distribution, which is in
line with the objective facts. The intelligent
development of Internet system has no direction,
indicating that the computer technology scheme has a
strong randomness, so it is regarded as a high analysis
and research. If the random function of the intelligent
development of the Internet system is
cosh( )
i
ar y
,
then the calculation of formula (9) can be expressed
as formula (10).
min[ ]
( ) 100% cosh( )
ii
ij i i
ii
Ix A s
K
xary
Ix A s
+
=×+
+


(10)
Among them, the intelligent development of the
Internet system meets the normal requirements,
mainly because the computer science theory adjusts
the intelligent development of the Internet system,
removes the duplicate and irrelevant schemes, and
supplements the default scheme, so that the dynamic
correlation of the entire network management system
scheme is strong.
3 OPTIMIZATION STRATEGY
FOR THE INTELLIGENT
DEVELOPMENT OF
INTERNET SYSTEM
The artificial intelligence algorithm adopts the
random optimization strategy for the intelligent
development of the Internet system and adjusts the
data parameters to realize the optimization of the
intelligent development of the Internet system. The
intelligent development of the Internet system is
divided into different network management system
levels by artificial intelligence algorithms, and
different schemes are randomly selected. In the
iterative process, the network management system
schemes of different network management system
levels are optimized and analyzed. After the
optimization analysis is completed, the network
management system level of different schemes is
compared to record the intelligent development of the
best Internet system.
4 PRACTICAL CASES OF
INTELLIGENT
DEVELOPMENT OF
INTERNET SYSTEMS
4.1 Introduction to the Network
Management System
In order to facilitate the network management system,
this paper takes the intelligent development of the
Internet system under complex conditions as the
research object, there are 12 paths, the test time is
12h, and the network management system scheme of
the specific intelligent development of the Internet
system is shown in Table 1.
Table 1: Internet Network Management System
Requirements
Scope of application Information
processing
effects
Accuracy of
Information
Gateway
information
Rate information
75.23 75.30
78.08 74.74
DNS information
Throughput
information
75.08 77.11
74.25 75.30
Flow control
information
Utilization
information
73.76 76.85
75.98 76.56
The network management system process in
Table I. is shown in Figure 1.
Artificial
intelligence
system
Perform a task
Sequencing processing
task
Substitution subtask Association query
Split task
Subtask
Figure 1: Analysis process of intelligent development of
Internet system
Compared with the traditional Internet mode, the
network management system scheme of artificial
intelligence algorithm is closer to the actual network
INCOFT 2025 - International Conference on Futuristic Technology
470

management requirements. In terms of the rationality
and fluctuation range of the intelligent development
of the Internet system, artificial intelligence
algorithms are superior to traditional Internet models.
Through the changes in the network management
system scheme in Figure 1, it can be seen that the
stability of the artificial intelligence algorithm is
better, and the judgment speed is faster. Therefore,
the network management system scheme of artificial
intelligence algorithm, the computer technology
solution, the network management system solution,
and the summation stability are better.
4.2 The Intelligent Development of the
Internet System
The network management system scheme for the
intelligent development of the Internet system
includes non-structural information, semi-structural
information and structural information. After the pre-
selection of artificial intelligence algorithm, the
preliminary network management system scheme for
the intelligent development of the Internet system is
obtained, and the feasibility of the network
management system scheme for the intelligent
development of the Internet system is analyzed. In
order to more accurately verify the intelligent
development and innovation effect of the Internet
system, the intelligent development of the Internet
system at different network management system
levels is selected, and the network management
system scheme is shown in Table 2.
Table 2: Overall picture of computer technology
programmes
Cate
g
or
y
Fault tolerance Rece
p
tivit
y
Computing
S
p
ee
d
74.53 75.83
Frequenc
y
74.39 74.09
Memory
Capacit
y
75.11 73.42
Mean 74.34 78.60
X
6
31.22 32.08
P=4.23
4.3 Computer Technology and Stability
of Network Management System
In order to verify the accuracy of the artificial
intelligence algorithm, the network management
system scheme is compared with the traditional
Internet model, and the network management system
scheme is shown in Figure 2.
Figure 2: Computer technology for different algorithms
It can be seen from Figure 2 that the computer
technology of the artificial intelligence algorithm is
higher than that of the traditional Internet mode, but
the error rate is lower, indicating that the network
management system of the artificial intelligence
algorithm is relatively stable, while the network
management system of the traditional Internet mode
is uneven. The average network management system
scheme of the above two algorithms is shown in Table
3.
Table 3: Comparison of the accuracy of network
management systems with different methods
Algorithm Computer Magnitude
of chan
g
e
Error
Artificial
Intelligence
Algorithms
85.39 86.41 1.02
Traditional
Internet
Model
81.27 84.11 2.84
P 32.13 31.60 34.81
It can be seen from Table 3 that the traditional
Internet model has deficiencies in computer
technology and stability in the intelligent
development of the Internet system, and the
intelligent development of the Internet system has
undergone substantial changes, and the error rate is
relatively high. The general results of AI algorithms
are higher in computer technology and superior to
traditional Internet models. At the same time, the
computer technology of artificial intelligence
algorithms is greater than 85%, and the accuracy has
not changed significantly. In order to further verify
the superiority and effectiveness of the artificial
intelligence algorithm, the general analysis of the
artificial intelligence algorithm is carried out by
different methods, as shown in Figure 3.
The Promotion of Computer Technology Under Artificial Intelligence
471

Figure 3: Computer technology for artificial intelligence
algorithm network management system
It can be seen from Figure 3 that the computer
technology of artificial intelligence algorithms is
significantly better than the traditional Internet
model, and the reason is that the artificial intelligence
algorithm increases the adjustment coefficient of the
intelligent development of the Internet system and
sets the threshold of the data to eliminate the network
management system scheme that does not meet the
requirements.
5 CONCLUSIONS
Aiming at the problem that the computer technology
of the intelligent development of the Internet system
is not ideal, this paper proposes artificial intelligence
algorithms and combines computer science theory to
optimize the intelligent development of the Internet
system. At the same time, the network management
system innovation and threshold innovation are
analyzed in depth to construct data collections.
Research shows that artificial intelligence algorithms
can improve the accuracy and stability of the
intelligent development of Internet systems, and the
accuracy, speed and efficiency of information
processing have been greatly improved. And ensure
security during data transmission. In summary,
artificial intelligence can make computer network
technology more efficient, intelligent, safe and fast,
and promote computer network into a new stage.
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