Grey Wolf Optimization Algorithm for a Concurrent Real-Time Optimization Problem in Game Theory

Górski, Adam M.; Ogorzałek, Maciej

Grey Wolf Optimization Algorithm for a Concurrent Real-Time Optimization Problem in Game Theory

Journal of Automation, Mobile Robotics and Intelligent Systems

Volume 19 (2025): Issue 2 (June 2025)

By:

Adam M. Górski and Maciej Ogorzałek

Open Access

|Jun 2025

Figures & Tables

A sheaf graph presenting a single iteration

A percentage presentation of a number of valid results for the first set of parameters for the first group of experiments

A percentage presentation of a number of valid results for the second set of parameters for the first group of experiments

A percentage presentation of a number of valid results for the first set of parameters for the second group of experiments

A percentage presentation of a number of valid results for the second set of parameters for the second group of experiments

The results for three parameters

I_max	GW 2024					Random
	m	w	I_b	I_a	% of winning solutions	I_b	I_a	% of winning solutions
5	12	4	3	4	14	–	–	0
10	12	4	4	7	56	9	10	8
20	12	4	4	10	92	10	16	88
50	12	4	4	11	100	9	16	100
5	15	5	4	5	20	–	–	0
10	15	5	4	8	60	8	10	18
20	15	5	4	11	94	9	16	92
50	15	5	5	12	100	9	16	100

The results for four parameters

I_max	GW 2024					Random
	m	w	I_b	I_a	% of winning solutions	I_b	I_a	% of winning solutions
5	20	4	4	5	22	–	–	0
10	20	4	4	9	56	–	–	0
20	20	4	6	15	94	18	19	10
50	20	4	5	19	100	18	27	98
5	25	5	5	5	30	–	–	0
10	25	5	5	9	68			0
20	25	5	5	14	94	20	20	4
50	25	5	6	16	100	19	25	100

DOI: https://doi.org/10.14313/jamris-2025-016 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649

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Language: English

Page range: 65 - 72

Submitted on: Nov 12, 2024

Accepted on: Jan 13, 2025

Published on: Jun 26, 2025

Published by: Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP

In partnership with: Paradigm Publishing Services

Publication frequency: 4 times per year

Keywords:

concurrent real-time optimization,

grey wolf optimization,

Related subjects:

Artificial intelligence,

Engineering,

Electrical engineering,

Control engineering, metrology and testing,

Mechanical engineering,

Fundamentals of mechanical engineering

© 2025 Adam M. Górski, Maciej Ogorzałek, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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Grey Wolf Optimization Algorithm for a Concurrent Real-Time Optimization Problem in Game Theory

Figures & Tables

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

The results for three parameters

The results for four parameters

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