Multi-dimensional system confrontation process modeling method based on OODA and storage medium

Abstract

The invention discloses an OODA-based multidimensional system confrontation process modeling method and a storage medium, and the method comprises the steps: dividing a confrontation process into observation, positioning, decision making and attack processes based on an OODA theory, dividing a system into four task groups according to functions, each group is composed of a plurality of units, the mutual information sharing relationship among the units in the group is described by a network factor, and the mutual information sharing relationship among the units in the group is described by the network factor; and the inter-group units are connected in series according to observation, positioning, decision making and attack processes to form a plurality of OODA attack links. During confrontation, the two parties complete the OODA attack link according to the time process, and attack is initiated to the opposite system when the attack task of the attack link is completed, so that a certain unit in the opposite system is damaged, the performance is reduced, and the completion time of the corresponding task in the OODA attack link associated with the unit is prolonged through a network factor. Once OODA link striking is completed after the attack is completed, and the next OODA link striking is switched to. The system can be composed of a single platform or a multi-dimensional platform, the confrontation is expanded from one dimension to multiple dimensions, and the universality is high.

Description

Technical Field

[0001] The invention belongs to the field of OODA modeling and calculation, and relates to a modeling method and a storage medium for a multi-dimensional system confrontation process based on OODA. Background Art

[0002] The OODA theory divides the confrontation process into four stages: observation (Observe), orientation (Orient), decision (Decide), and action / attack (Act). The whole process can be described as the sensor unit discovering the target, the search unit locking and tracking the target, transmitting the target information to the command and control unit for analysis and decision-making, and the confrontation unit carrying out a strike confrontation action against the target. The strike action will change the overall situation. The sensor unit re-senses the situation of the target after being hit and transmits it to the command and control unit, which decides whether to continue to implement subsequent actions.

[0003] In the observation, positioning, and decision-making stages of a complete action of the OODA action loop, there is no action to strike or confront the target, that is, the capability is not demonstrated. In the action stage, the action loop strikes or confronts the target through physical attacks, information confrontation, suppression and interference, etc., that is, the capability is released.

[0004] like Figure 1 As shown, p is the action cycle T of the OODA action loop OODA The released capacity, P, is the total capacity released within time t as the OODA action continues. Assuming p is a constant, P increases periodically with the number of OODA actions n.

[0005] T OODA =t Ob +t Or +t D +t A

[0006]

[0007] like Figure 2 As shown, the prior art adopts several independent action rings (marked as 1, 2, and 3 in the figure) to operate synchronously, and continuously releases attacks in multiple batches to cause continuous interference and influence on the blue side. That is:

[0008]

[0009] CN11675689A discloses a method for UUV clusters to confront submarines based on OODA theory, which describes the confrontation relationship between UUV clusters and submarines, and establishes a mathematical model of the OODA action network composed of UUV clusters as follows:

[0010] Ti =T iOb +T iOr +T iD +T iA

[0011]

[0012] The mathematical model of the submarine's OODA action loop is established as follows:

[0013] t E =t Ob +t Or +t D +t A

[0014] The confrontation process is as follows Figure 3 shown.

[0015] However, the OODA action loop confrontation between the red and blue sides describes a single individual with comprehensive capabilities, that is, a OODA action loop capability release process, or a confrontation between a single platform with comprehensive capabilities and a UUV cluster. It is not universal and is not suitable for describing confrontations in a broader sense. It is difficult to calculate the multi-dimensional confrontation between networked and clustered complex systems. Summary of the invention

[0016] The technical problem to be solved by the present invention is to solve the mathematical modeling and computational analysis of the confrontation process of networked and clustered complex systems, describe the association relationship between each unit in the OODA strike chain, and the dynamic change process of the OODA strike chain in cluster confrontation. Due to the design of the number of system units, the number of units in the task group, the network factor, the strike effect and the strike strategy of the present invention, the description of the system in the present invention can be one OODA strike link, multiple independent OODA strike links or a strike network composed of multiple interrelated OODA strike links. The confrontation process described in this way can be a confrontation between a single integrated platform, multiple integrated platforms and a system composed of multiple multi-dimensional space platforms. The confrontation means can be expanded from one dimension to multiple dimensions, and it has strong universality.

[0017] Specifically, the present invention needs to establish a mathematical model of the OODA strike network of the red and blue systems, set the number of observation, positioning, decision-making, and attack (OODA) task group units, and set the network factor of each unit to reflect the information sharing capability of the individual unit in the task group; establish a mathematical model of the OODA strike network confrontation process of the red and blue systems, set the attack strategy, and set the damage rate to reflect the impact of the attack on the performance of a single unit.

[0018] The technical solution of the present invention is:

[0019] A modeling method for a multi-dimensional system confrontation process based on OODA includes the following steps:

[0020] Step 1: Build a red and blue system

[0021] The individual units of the Red Team system are organized into observation, positioning, decision-making, and attack task groups according to the observation, positioning, decision-making, and attack (OODA) process. Each group is composed of several individual units. The initial time for each individual unit to independently complete the corresponding task according to its function is The information sharing of the same task group unit will affect the time of the task undertaken and shorten the task time. Each task group completes the observation, positioning, decision-making and attack tasks in sequence to complete an OODA strike chain. The individual units in the Red Team system form several OODA strike chains with the observation, positioning, decision-making and attack task processes to form an OODA combat network.

[0022] The individual units of the blue team system form observation, positioning, decision-making, and attack task groups according to the observation, positioning, decision-making, and attack (OODA) process. Each group is composed of several individual units. The initial time for each individual unit to independently complete the corresponding task according to its function is The information sharing of the same task group unit will affect the time of the task undertaken and shorten the task time. Each task group completes the observation, positioning, decision-making and attack tasks in sequence to complete an OODA strike link. The individual units in the blue team system form several OODA strike links with the observation, positioning, decision-making and attack task processes to form an OODA combat network.

[0023] Step 2: Build a mathematical model for the Red Team OODA action network

[0024] The Red Team system OODA action network model is:

[0025]

[0026]

[0027] Among them: RT iOb , RT iOr , RT iD , RT iA They are the time required for observation, positioning, decision-making, and attack of the i-th OODA attack link of the Red Team system, are the time it takes for the jth unit in the observation, positioning, decision-making, and attack task group of the i-th OODA strike chain of the Red Team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the jth unit of the observation, positioning, decision-making, and attack group in the i-th OODA strike chain, N Ob 、NOr 、N D and N A They are the number of observation, positioning, decision-making, and attack task group units of the i-th OODA strike chain of the Red Team system; It represents the contribution value of the j-th unit in the observation task group of the Red Team system in the observation task of the i-th strike chain, and so on;

[0028] The time RT required for the Red Team's i-th OODA strike chain to complete a strike i for:

[0029] RT i =RT iOb +RT iOr +RT iD +RT iA

[0030] Step 3: Build a mathematical model for the Blue Team’s OODA action network

[0031] The OODA action network model of the Blue Team system is:

[0032]

[0033] Among them: BT kOb , RT kOr , BT D , BT kA They are the time required for observation, positioning, decision-making, and attack of the kth OODA attack link of the blue team system, Bt D , are the time it takes for the lth unit in the kth OODA strike link observation, positioning, decision-making, and attack task group of the blue team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the lth unit of the observation, positioning, decision-making, and attack group in the kth OODA strike chain, M Ob 、M Or 、M D and M A They are the number of observation, positioning, decision-making, and attack task group units of the kth OODA strike link in the blue team system; It represents the contribution value of the lth unit in the observation task group of the blue team system in the kth strike chain observation task, and so on;

[0034] The time required for the kth OODA strike chain of the blue team to complete a strike BT k for:

[0035] BT k =BT kOb+BT kOr +BT kD +BT kA

[0036] Step 4: The confrontation begins

[0037] The various OODA action strike chains of the Red and Blue systems are running, including:

[0038] (1) Red Square System: Rt i is the amount of time, when Rt i =RT iOb , RT iOb +RT iOr , RT iOb +RT iOr +RT iD When , the i-th OODA strike chain completes the observation, positioning, and decision-making tasks in sequence.

[0039] (2) Blue system: Bt k is the amount of time, when Bt k =BT kOb , BT kOb +BT kOr , BT kOb +BT kOr +BT D When , the kth OODA strike chain completes the observation, positioning, and decision-making tasks in sequence.

[0040] Step 5: Launch the attack

[0041] include:

[0042] (1) Red system: When Rt i =RT iOb +RT iOr +RT iD +RT iA When , the i-th OODA strike chain launches an attack, releasing the capability p i .

[0043] The ability released by the entire Red Team system N (t) is the sum of the release capabilities of each OODA strike chain in the system:

[0044]

[0045] t is the confrontation time, RN means the Red team has RN attack chains, N i Indicates whether the i-th OODA strike chain releases its capability at time t, N i =0 or 1, 0 means release, 1 means no release.

[0046] (2) Blue system: When Btk =BT kOb +BT kO +BT kD +BT kA When the kth OODA strike chain launches an attack, releasing the capability p k .

[0047] The ability released by the entire blue team system M (t) is the sum of the release capabilities of each OODA strike chain in the system:

[0048]

[0049] t is the confrontation time, BM means the blue team has BM strike chains, N k Indicates whether the kth OODA strike chain releases its capability at time t, N k =0 or 1, 0 means release, 1 means no release.

[0050] Step 6: Under Attack

[0051] include:

[0052] (1) When the Red Team releases its capabilities, it will hit a unit in the Blue Team according to the attack strategy (random selection, selection of a task group, selection of the one with the strongest performance), causing its performance to decline. The time required to complete the observation, positioning, decision-making or attack tasks will increase. In addition, the decline in individual performance will reduce the contribution value of the OODA strike chain associated with it through network factors, and the corresponding strike chain task time will increase.

[0053] If the kth unit of the blue team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for:

[0054]

[0055] Where β is the unit damage rate.

[0056] (2) When the Blue system releases its capabilities, according to the attack strategy (random selection, selection of a task group, selection of the strongest performance), it hits a unit in the Red system, causing its performance to decline. The corresponding time required to complete the observation, positioning, decision-making or attack tasks increases, and the decline in individual performance will cause the contribution value of the OODA strike chain associated with it to decline through network factors, and the corresponding strike chain task time increases;

[0057] If the i-th unit of the Red Team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for:

[0058]

[0059] In the formula, α is the unit damage rate.

[0060] Step 7: Set the attack end, including:

[0061] (1) Red system: when t = RT iOb +RT iOr +RT iD +RT iA +1, Rt i Return to zero, the strike chain completes the attack and turns into an OODA process;

[0062] (2) Blue system: when t = BT kOb +BT kO +BT kD +BT kA +1, Bt k Return to zero, the strike chain completes the attack and moves on to the next OODA process.

[0063] The present invention also provides a computer storage medium on which a computer program is stored. When the program is executed by a processor, the steps of the modeling method of a multi-dimensional system confrontation process based on OODA described in the present invention are implemented.

[0064] Compared with the prior art, the advantages of the present invention include:

[0065] Based on the OODA theory, the present invention divides the units in the system into observation, positioning, decision-making, and action task groups according to their functions. The confrontation process is deconstructed into the series connection of observation, positioning, decision-making, and action tasks. Each unit in the task group characterizes the information association relationship through network factors, and forms a number of OODA strike links to form an OODA action network. Through the design of the number of system units, the number of units in the task group, network factors, strike effects, and strike strategies, the system structure can be complex or simple, and can be a single platform or a complex system composed of multi-dimensional platforms. The confrontation is expanded from one dimension to multiple dimensions, making the present invention highly universal. BRIEF DESCRIPTION OF THE DRAWINGS

[0066] Figure 1 :Schematic diagram of OODA action loop capability release.

[0067] Figure 2 : Schematic diagram of the ability to release when multiple OODA action loops run simultaneously.

[0068] Figure 3 :Confrontation flow chart of CN116756891A.

[0069] Figure 4 :Schematic diagram of the system OODA action network.

[0070] Figure 5 :The OODA action network confrontation flow chart of the present invention. DETAILED DESCRIPTION

[0071] A modeling method for multi-dimensional system confrontation process based on OODA, see Figure 4 , including the following steps:

[0072] Step 1: Set up the red and blue systems.

[0073] The red side is a system composed of several units, including N Ob observation units, N Or Positioning units, N D decision making units and N A Action units are responsible for observation, positioning, decision-making, and action tasks respectively. The initial time for each observation, positioning, decision-making, and action unit to independently complete the corresponding task is Completing the observation, positioning, decision-making, and action tasks in sequence is the completion of an OODA strike chain. Each unit in the Red Army system forms a number of OODA strike chains with the observation, positioning, decision-making, and attack task processes to form an OODA combat network.

[0074] The blue square is a system composed of several units, including M Ob observation units, M Or Positioning units, M D decision making units and M A Action units are responsible for observation, positioning, decision-making, and action tasks respectively. The initial time for each observation, positioning, decision-making, and action unit to independently complete the corresponding task is Completing the observation, positioning, decision-making, and action tasks in sequence is the completion of an OODA strike chain. Each unit in the blue team system forms a number of OODA strike chains with the observation, positioning, decision-making, and attack task processes to form an OODA combat network.

[0075] Step 2: Establish the OODA combat network model for the red and blue sides.

[0076] (1) The time for the i-th OODA strike chain of the Red Team system is:

[0077]

[0078] Among them: RT iOb , RT iOr , RT iD , RT iA They are the time required for observation, positioning, decision-making, and attack of the i-th OODA attack link of the Red Team system, are the time it takes for the jth unit in the observation, positioning, decision-making, and attack task group of the i-th OODA strike chain of the Red Team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the jth unit of the observation, positioning, decision-making, and attack group in the i-th OODA strike chain, N Ob 、N Or 、N D and N A They are the number of observation, positioning, decision-making, and attack task group units of the i-th OODA strike chain of the Red Team system; It represents the contribution value of the j-th unit in the observation task group of the Red Team system in the observation task of the i-th strike chain, and so on;

[0079] The time required for the i-th OODA strike chain to complete one OODA strike chain is RT i :

[0080] RT i =RT iOb +RT iOr +RT iD +RT iA

[0081] R i It's the amount of time.

[0082] (2) The time for the kth OODA strike chain of the Blue team system is:

[0083]

[0084] Among them: BT kOb , BT kOr , BT D , BT kA They are the time required for observation, positioning, decision-making, and attack of the kth OODA attack link of the blue team system, Bt D , are the time it takes for the lth unit in the kth OODA strike link observation, positioning, decision-making, and attack task group of the blue team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the lth unit of the observation, positioning, decision-making, and attack group in the kth OODA strike chain, M Ob 、M Or 、M D and M A They are the number of observation, positioning, decision-making, and attack task group units of the kth OODA strike link in the blue team system; It represents the contribution value of the lth unit in the observation task group of the blue team system in the kth strike chain observation task, and so on;

[0085] The time required for the kth OODA strike chain to complete one OODA strike chain BT k for:

[0086] BT k =BT kOb +BT kOr +BT kD +BT kA

[0087] Bt k It's the amount of time.

[0088] Step 3: The confrontation begins, and the OODA action strike chains of the red and blue systems are put into operation.

[0089] (1) Red Square System: Rt i is the amount of time, when Rt i =RT iOb , RT iOb +RT iOr , RT iOb +RT iOr +RT iD When , the i-th OODA strike chain completes the observation, positioning, and decision-making tasks in sequence.

[0090] (2) Blue system: Bt k is the amount of time, when Bt k =BT kOb , BT kOb +BT kOr , BT kOb +BT kOr +BT D When , the kth OODA strike chain completes the observation, positioning, and decision-making tasks in sequence.

[0091] step4: launch the attack.

[0092] (1) Red system: When Rt i =RT iOb +RT iOr +RT iD +RT iA When , the i-th OODA strike chain launches an attack, releasing the capability p i .

[0093] The ability released by the entire Red Team system N (t) is the sum of the release capabilities of each OODA strike chain in the system:

[0094]

[0095] t is the confrontation time, RN means the Red team has RN attack chains, N i Indicates whether the i-th OODA strike chain releases its capability at time t, N i =0 or 1, 0 means release, 1 means no release.

[0096] (2) Blue system: When Bt k =BT kOb +BT kO +BT kD +BT kA When the kth OODA strike chain launches an attack, releasing the capability p k .

[0097] The ability released by the entire blue team system M (t) is the sum of the release capabilities of each OODA strike chain in the system:

[0098]

[0099] t is the confrontation time, BM means the blue team has BM strike chains, N k Indicates whether the kth OODA strike chain releases its capability at time t, N k =0 or 1, 0 means release, 1 means no release.

[0100] Step 5: Under attack, performance degrades.

[0101] (1) When the Red Team releases its capabilities, it will hit a unit in the Blue Team according to the attack strategy (random selection, selection of a task group, selection of the one with the strongest performance), causing its performance to decline. The time required to complete the observation, positioning, decision-making or attack tasks will increase. In addition, the decline in individual performance will reduce the contribution value of the OODA strike chain associated with it through network factors, and the corresponding strike chain task time will increase.

[0102] If the kth unit of the blue team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for:

[0103]

[0104] Where β is the unit damage rate.

[0105] (2) When the Blue system releases its capabilities, according to the attack strategy (random selection, selection of a task group, selection of the strongest performance), it hits a unit in the Red system, causing its performance to decline. The corresponding time required to complete the observation, positioning, decision-making or attack tasks increases, and the decline in individual performance will cause the contribution value of the OODA strike chain associated with it to decline through network factors, and the corresponding strike chain task time increases;

[0106] If the i-th unit of the Red Team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for:

[0107]

[0108] In the formula, α is the unit damage rate.

[0109] Step 6: End of the attack

[0110] (1) Red Team System: At time t+1, the i-th OODA attack link ring completes the attack, Rt i Reset to zero, and the strike chain enters a cycle; the blue team system OODA action network updates the time of observation, positioning, decision-making, and attack tasks of each OODA strike chain.

[0111] (2) Blue team system: At time t+1, the i-th OODA attack link ring completes the attack, Bt k Reset to zero, and the strike chain enters a cycle; the Red Team system's OODA action network updates the time of observation, positioning, decision-making, and attack tasks of each OODA strike chain.

Claims

1. A modeling method for multi-dimensional system confrontation process based on OODA, characterized in that: The following steps are involved: Step 1: Set the opposing sides to a red and blue system, including: (1) The individual units of the Red Team system are organized into observation, positioning, decision-making, and attack task groups according to the OODA process. Each task group is composed of several individual units. The initial time for each individual unit to independently complete the corresponding task according to its function is Each task group completes an OODA strike chain by completing observation, positioning, decision-making, and attack tasks in sequence; individual units in the Red Team system form several OODA strike chains with observation, positioning, decision-making, and attack task processes to form an OODA combat network; (2) The individual units of the blue team system are organized into observation, positioning, decision-making, and attack task groups according to the OODA process. Each task group is composed of several individual units. The initial time for each individual unit to independently complete the corresponding task according to its function is Each task group completes an OODA strike chain by completing observation, positioning, decision-making, and attack tasks in sequence; individual units in the blue team system form several OODA strike chains with observation, positioning, decision-making, and attack task processes to form an OODA combat network; Step 2: Set up the OODA combat network model for both the red and blue sides, including: (1) The time of the i-th OODA attack link of the Red Team system is: Among them: RT iOb , RT iOr , RT iD , RT iA They are the time required for observation, positioning, decision-making, and attack of the i-th OODA attack link of the Red Team system, are the time it takes for the jth unit in the observation, positioning, decision-making, and attack task group of the i-th OODA strike chain of the Red Team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the jth unit of the observation, positioning, decision-making, and attack group in the i-th OODA strike chain, N Ob 、N Or 、N D and N A They are the number of observation, positioning, decision-making, and attack task group units of the i-th OODA strike chain of the Red Team system; It represents the contribution value of the j-th unit in the observation task group of the Red Team system in the observation task of the i-th strike chain, and so on; The time required for the i-th OODA strike chain to complete one OODA strike chain is RT i : RT i =RT iOb +RT iOr +RT iD +RT iA Where Rt i It is the amount of time; (2) The time of the kth OODA attack link of the blue team system is: Among them: BT kOb , BT kOr , BT D , BT kA They are the time required for observation, positioning, decision-making, and attack of the kth OODA attack link of the blue team system, are the time it takes for the lth unit in the kth OODA strike link observation, positioning, decision-making, and attack task group of the blue team system to independently complete the corresponding observation, positioning, decision-making, and attack tasks, respectively. is the network factor of the lth unit of the observation, positioning, decision-making, and attack group in the kth OODA strike chain, M Ob 、M Or 、M D and M A They are the number of observation, positioning, decision-making, and attack task group units of the kth OODA strike link in the blue team system; It represents the contribution value of the lth unit in the observation task group of the blue team system in the kth strike chain observation task, and so on; The time required for the kth OODA strike chain to complete one OODA strike chain BT k for: BT k =BT kOb +BT kOr +BT kD +BT kA Among them, Bt k It is the amount of time; Step 3: Set the confrontation to start. The red and blue systems follow the observation, positioning, decision-making, and attack process, and each task group begins to operate, including: (1) Red square system, initial Rt i = t, as the confrontation time t increases, each unit in the system starts to work, and the OODA strike chain starts to run. i Equal to RT iOb , RT iOb +RT iOr , RT iOb +RT iOr +RT iD Complete observation, positioning, and decision-making in sequence. When Rt i =RT iOb +RT iOr +RT iD +RT iA When , the i-th OODA strike chain launches an attack, releasing the capability p i , at this time the power released by the entire red team system is P N (t) is the sum of the capabilities released by each OODA strike chain in the system at this moment: t is the confrontation time, RN means the Red team has RN attack chains, N i Indicates whether the i-th OODA strike chain releases its capability at time t, N i =0 or 1, 0 means release, 1 means no release; (2) Blue system, initial Bt k = t, as the confrontation time t increases, each unit in the system starts to work, and the OODA strike chain starts to run. k Equal to BT kOb , BT kOb +BT kO , BT kOb +BT kO +BT kD Complete observation, positioning, and decision-making in sequence. When t = BT kOb +BT kO +BT kD +BT kA When the kth OODA strike chain launches an attack, releasing the capability p k At this time, the entire blue team system releases the ability P M (t) is the sum of the capabilities released by each OODA strike chain in the system at this moment: Among them: t is the confrontation time, BM means that the blue team has BM attack chains, N k Indicates whether the kth OODA strike chain releases its capability at time t, N k =0 or 1, 0 means release, 1 means no release; Step 4: After being attacked, the performance is degraded and the overall capability is damaged, including: (1) When the Red Team releases its capabilities, according to the attack strategy, it hits a unit in the Blue Team system, causing its performance to decline. The time required to complete the observation, positioning, decision-making or attack tasks will increase. In addition, the decline in individual performance will reduce the contribution value of the OODA strike chain associated with it through network factors, and the corresponding strike chain task time will increase. If the kth unit of the blue team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for: In the formula, β is the unit damage rate; (2) When the Blue team releases its capabilities, according to the attack strategy, it hits a unit in the Red team's system, causing its performance to decline. The time required to complete the observation, positioning, decision-making or attack tasks will increase. In addition, the decline in individual performance will cause the contribution value of the OODA strike chain associated with it to decrease through network factors, and the corresponding strike chain task time will increase. If the i-th unit of the Red Team's detection group is affected, the time it takes for the unit to complete the observation task independently after being attacked is for: In the formula, α is the unit damage rate; Step 5: Set the attack end, including: (1) Red system: when t = RT iOb +RT iOr +RT iD +RT iA +1, Rt i Return to zero, the strike chain completes the attack and turns into an OODA process; (2) Blue system: when t = BT kOb +BT kO +BT kD +BT kA +1, Bt k Return to zero, the strike chain completes the attack and moves on to the next OODA process.

2. The modeling method according to claim 1, characterized in that: In step 1, the red team system and the blue team system share information of the same task group units to shorten the task time.

3. The modeling method according to claim 1, characterized in that: In step 3, in the red system and the blue system, N i =0 or 1, 0 means release, 1 means no release.

4. The modeling method according to claim 1, characterized in that: In step 4, in the red team system and the blue team system, the attack strategy includes random selection, selection of a certain task group or selection of the strongest performance.

5. The modeling method according to claim 1, characterized in that: In step 5, in the Red Team system and the Blue Team system, the strike chain completes the attack and enters an OODA process, which also includes the OODA action network of the Red Team system and the Blue Team system updating the time of each OODA strike chain observation, positioning, decision-making, and attack tasks.

6. A computer storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the steps of a modeling method of a multi-dimensional system confrontation process based on OODA as described in any one of claims 1 to 5 are implemented.

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