CN107491657A - Evolutionary Game method and device method and device for intelligent medical treatment service and decision-making - Google Patents
Evolutionary Game method and device method and device for intelligent medical treatment service and decision-making Download PDFInfo
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- CN107491657A CN107491657A CN201710813168.8A CN201710813168A CN107491657A CN 107491657 A CN107491657 A CN 107491657A CN 201710813168 A CN201710813168 A CN 201710813168A CN 107491657 A CN107491657 A CN 107491657A
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Abstract
The invention provides a kind of evolutionary Game method and device method and device for intelligent medical treatment service and decision-making.This method includes：The participation strategy of the first predetermined number hospital is counted, obtains the first ratio of the hospital for participating in intelligent medical treatment service；The participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service；Obtain at least one first decision variable of the first predetermined number hospital and corresponding numerical value, and at least one second decision variable of the second predetermined number object and corresponding numerical value；According to the first ratio, the second ratio, at least one first decision variable and at least one second decision variable and Evolutionary Game Model, the dynamic equalization point of Evolutionary Game Model is obtained；Intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point.It can be seen that the embodiment of the present invention can aid in participating in hospital and participate in object formulation intelligent medical treatment service and decision-making, the feasibility and validity of decision-making are improved.
Description
Technical field
The present invention relates to field of computer technology, more particularly to a kind of evolutionary Game side for intelligent medical treatment service and decision-making
Method and installation method and device.
Background technology
At present, the intelligent medical treatment service in China is low also in starting developing stage, market scale accounting.With internet
Fast development, government want to quick research and extension intelligent medical treatment service.Because intelligent medical treatment service is by many factors
Restriction, it is therefore desirable to consider, with formulate more agree with strategy and market intelligent medical treatment service and decision-making.
The content of the invention
For the defects of correlation technique, the invention provides a kind of intelligent medical treatment service based on Evolutionary Game Model to determine
Plan method and device, for solving the technical problem in correlation technique.
In a first aspect, the embodiments of the invention provide a kind of evolutionary Game method and dress for intelligent medical treatment service and decision-making
Method is put, methods described includes：
The participation strategy of the first predetermined number hospital is counted, obtains the first ratio of the hospital for participating in intelligent medical treatment service
Example；The participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service；
At least one first decision variable of the first predetermined number hospital and corresponding numerical value are obtained, and it is described
At least one second decision variable of second predetermined number object and corresponding numerical value；
According to first ratio, second ratio, at least one first decision variable and at least one second decision-making
Variable and Evolutionary Game Model, obtain the dynamic equalization point of Evolutionary Game Model；
Intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point.
Alternatively, the participation strategy of the first predetermined number hospital is counted, obtains the hospital of participation intelligent medical treatment service
First ratio, including：
The participation strategy of the first predetermined number hospital is counted, obtains participating in the 3rd predetermined number of intelligent medical treatment service
Hospital；
The of the hospital that participates in intelligent medical treatment service is obtained according to first predetermined number and the 3rd predetermined number
One ratio；
Or
The participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service
Example, including：
The participation strategy of the second predetermined number object is counted, obtains participating in the 4th predetermined number of intelligent medical treatment service
Object；
The of the object that participates in intelligent medical treatment service is obtained according to second predetermined number and the 4th predetermined number
Two ratios.
Alternatively, the Evolutionary Game Model is：
Wherein, x represents the second ratio, and y represents the first ratio；CmRepresent that hospital provides the maintenance needed for intelligent medical treatment service
Cost；I1Represent total income when hospital provides intelligent medical treatment service；I2(I2＜ I1) represent that hospital does not provide intelligent medical treatment service
When total income；F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides intelligence
The effectiveness that intelligent medical services are obtained；U2(U2＜ U1) represent that object does not receive hospital and provides the effect that intelligent medical treatment service is obtained
With；CuRepresent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent that object needs intelligent medical treatment
Service and hospital do not provide intelligent medical treatment service when extra cost；P represents the medical fee that object is paid.
Alternatively, according to first ratio, second ratio, at least one first decision variable and at least one
Two decision variables and Evolutionary Game Model, the dynamic equalization point of Evolutionary Game Model is obtained, including：
According to first ratio, second ratio, at least one first decision variable and at least one second decision-making
Variable, determine the first dynamic equalization point D, the second dynamic equalization point O (0,0), the 3rd dynamic equalization of the Evolutionary Game Model
Point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1)；The first dynamic equalization point D (x*,y*),
Alternatively, the intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point, including：
Under preset plane coordinate system, origin is the second dynamic equalization point O (0,0), obtains the first dynamic equalization point
D, the 3rd dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1) form quadrangle
Area formula SABCD；
Maintenance cost, hospital according to needed for the area formula of the quadrangle and hospital provide intelligent medical treatment service provide
Government fund when intelligent medical treatment services supports F relation, determines the evolutionary process of the intelligent medical treatment service strategy；
If the evolutionary process of the intelligent medical treatment service strategy is intended to the 4th dynamic equalization point B, and four side
The area of shape is more than or equal to predetermined threshold value, it is determined that the intelligent medical treatment service strategy is determined as a kind of intelligent medical treatment service
Plan.
Second aspect, the embodiments of the invention provide a kind of evolutionary Game method and dress for intelligent medical treatment service and decision-making
Put device, it is characterised in that described device includes：
Ratio acquisition module, for counting the participation strategy of the first predetermined number hospital, obtain and participate in intelligent medical treatment clothes
First ratio of the hospital of business；The participation strategy of the second predetermined number object is counted, obtains pair for participating in intelligent medical treatment service
The second ratio of elephant；
First numerical value acquisition module, for obtaining at least one first decision variable of the first predetermined number hospital
And corresponding numerical value, and at least one second decision variable of the second predetermined number object and corresponding numerical value；
Equilibrium point acquisition module, for according to first ratio, second ratio, at least one first decision variable
With at least one second decision variable and Evolutionary Game Model, the dynamic equalization point of Evolutionary Game Model is obtained；
Evolutionary process acquisition module, for obtaining the intelligent medical treatment service strategy evolutionary process according to dynamic equalization point.
Alternatively, the ratio acquisition module includes：
First statistic unit, for counting the participation strategy of the first predetermined number hospital, obtain participating in intelligent medical treatment clothes
3rd predetermined number hospital of business；
First proportional unit, wisdom doctor is participated in for being obtained according to first predetermined number and the 3rd predetermined number
Treat the first ratio of the hospital of service；
Or
The ratio acquisition module also includes：
Second statistic unit, for counting the participation strategy of the second predetermined number object, obtain participating in intelligent medical treatment clothes
4th predetermined number object of business；
Second proportional unit, wisdom doctor is participated in for being obtained according to second predetermined number and the 4th predetermined number
Treat the second ratio of the object of service.
Alternatively, the Evolutionary Game Model includes：
Wherein, x represents the second ratio, and y represents the first ratio；CmRepresent that hospital provides the maintenance needed for intelligent medical treatment service
Cost；I1Represent total income when hospital provides intelligent medical treatment service；I2(I2＜ I1) represent that hospital does not provide intelligent medical treatment service
When total income；F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides intelligence
The effectiveness that intelligent medical services are obtained；U2(U2＜ U1) represent that object does not receive hospital and provides the effect that intelligent medical treatment service is obtained
With；CuRepresent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent that object needs intelligent medical treatment
Service and hospital do not provide intelligent medical treatment service when extra cost；P represents the medical fee that object is paid.
Alternatively, the equilibrium point acquisition module includes：
According to first ratio, second ratio, at least one first decision variable and at least one second decision-making
Variable, determine the first dynamic equalization point D, the second dynamic equalization point O (0,0), the 3rd dynamic equalization of the Evolutionary Game Model
Point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1)；The first dynamic equalization point D (x*,y*),
Alternatively, the evolutionary process acquisition module includes：
Area acquiring unit, under preset plane coordinate system, origin to be the second dynamic equalization point O (0,0), obtain institute
State the first dynamic equalization point D, the 3rd dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C
(0,1) the area formula S of quadrangle is formedABCD；
Evolutionary process acquiring unit, intelligent medical treatment service institute is provided for the area formula according to the quadrangle and hospital
Government fund when maintenance cost, the hospital's offer intelligent medical treatment needed services supports F relation, determines the intelligent medical treatment service
The evolutionary process of strategy；
Service strategy determining unit, for being intended to the 4th dynamic in the evolutionary process of intelligent medical treatment service strategy
Weigh point B, and when the area of the quadrangle is more than or equal to predetermined threshold value, determines the intelligent medical treatment service strategy as one
Kind intelligent medical treatment service and decision-making.
From above scheme, the present invention obtains by the participation strategy of the first predetermined number hospital of statistics and participates in intelligence
First ratio of the hospital of intelligent medical services；The participation strategy of the second predetermined number object is counted, obtains and participates in intelligent medical treatment
Second ratio of the object of service；Obtain at least one first decision variable of the first predetermined number hospital and corresponding
Numerical value, and at least one second decision variable of the second predetermined number object and corresponding numerical value；According to described
One ratio, second ratio, at least one first decision variable and at least one second decision variable and evolutionary Game mould
Type, obtain the dynamic equalization point of Evolutionary Game Model；Intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point.Can
See, the embodiment of the present invention can aid in participating in hospital and participate in object formulation intelligent medical treatment service and decision-making, improve the feasible of decision-making
Property and validity.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly or in correlation technique, below will be to embodiment or phase
The required accompanying drawing used is briefly described in the technology description of pass, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these figures.
Fig. 1 is a kind of evolutionary Game method and device side for intelligent medical treatment service and decision-making provided in an embodiment of the present invention
The schematic flow sheet of method；
Fig. 2 is that object interacts dynamic evolution figure with hospital；
Fig. 3 is that a kind of evolutionary Game method and device for intelligent medical treatment service and decision-making provided in an embodiment of the present invention fills
The block diagram put.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made
Embodiment, belong to the scope of protection of the invention.
Fig. 1 is a kind of stream of intelligent medical treatment service and decision-making method based on Evolutionary Game Model provided in an embodiment of the present invention
Journey schematic diagram.Referring to Fig. 1, the intelligent medical treatment service and decision-making method based on Evolutionary Game Model of being somebody's turn to do includes step 101~step 104
Totally 4 step, it is respectively：
Step 101, the participation strategy of the first predetermined number hospital is counted, obtains the hospital of participation intelligent medical treatment service
First ratio；The participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service
Example.
Above-mentioned first predetermined number refers to the quantity for participating in the hospital of method investigation provided in an embodiment of the present invention, and this first
Predetermined number can be configured according to concrete scene.Above-mentioned second estimated quantity refers to participate in side provided in an embodiment of the present invention
The quantity of the object of method investigation, second predetermined number can be configured according to concrete scene.Wherein, object refer to patient or
Person is ready to the user that hospital is checked.
The participation strategy of above-mentioned hospital can be { provide, do not provide }, the participation strategy of above-mentioned object can be receive,
Do not receive }.
In one embodiment of the invention, the quantity for participating in the hospital of investigation is the first predetermined number, wherein selection { provides } intelligence
The hospital of intelligent medical services is the 3rd predetermined number, then above-mentioned first ratio is the ratio of the 3rd predetermined number and the first predetermined number
Value, subsequently represented using y.
In one embodiment of the invention, the quantity for participating in the object of investigation is the second predetermined number, wherein selection { receives } intelligence
The object of intelligent medical services is the 4th predetermined number, then above-mentioned second ratio is the ratio of the 4th predetermined number and the second predetermined number
Value, subsequently represented using x.
Step 102, at least one first decision variable of the first predetermined number hospital and corresponding numerical value are obtained,
And at least one second decision variable of the second predetermined number object and corresponding numerical value.
In one embodiment of the invention, for each hospital in the first predetermined number hospital, the hospital is obtained extremely
Few first decision variable.It is for example, total when at least one first decision variable can be hospital's offer intelligent medical treatment service
Take in I1, hospital do not provide intelligent medical treatment service when total income I2(I2＜ I1), hospital provides government during intelligent medical treatment service
Financial support F, hospital provide the maintenance cost C needed for intelligent medical treatment servicem.Certainly, those skilled in the art can also basis
Concrete scene selects the first decision variable, and the embodiment of the present invention is not construed as limiting.
In one embodiment of the invention, for each object in the second predetermined number object, the object is obtained extremely
Few second decision variable and corresponding numerical value.For example, at least one second decision variable can be：Object receives hospital and carried
The effectiveness U obtained for intelligent medical treatment service1, object do not receive hospital and provides the effectiveness U that is obtained of intelligent medical treatment service2(U2＜
U1), the medical fee P that object is paid, object receives intelligent medical treatment equipment cost C when hospital provides intelligent medical treatment serviceu, work as object
Need intelligent medical treatment service and extra cost C of hospital when intelligent medical treatment service is not providede.Certainly, those skilled in the art
Second decision variable can also be selected according to concrete scene, the embodiment of the present invention is not construed as limiting.
Step 103, according to first ratio, second ratio, at least one first decision variable and at least one
Second decision variable and Evolutionary Game Model, obtain the dynamic equalization point of Evolutionary Game Model.
In the embodiment of the present invention, above-mentioned Evolutionary Game Model is：
Become based on above-mentioned first ratio y, the second ratio x, at least one first decision variable and at least one second decision-making
Amount, obtain the dynamic equalization point of Evolutionary Game Model：
The effectiveness that Object Selection receives intelligent medical treatment service is UPA,
UPA=y [U1-P-Cu]+(1-y)[U2-P-Ce]
=U2-P-Ce+y(U1-U2-Cu+Ce)；
The effectiveness that Object Selection does not receive intelligent medical treatment service is UPN,
UPN=y [U2-P]+(1-y)[U2- P]=U2-P；
The average utility of object is
The replicator dynamics equation of object is F (x),
The effectiveness that Hospital choice provides intelligent medical treatment service is UHP,
UHP=x [I1+F-Cm]+(1-x)(I2+F-Cm)
=I2+F-Cm+x(I1+I2)；
The effectiveness that Hospital choice does not provide intelligent medical treatment service is UHN,
UHN=xI2+(1-x)I2=I2；
The average utility of hospital is
The replicator dynamics equation of hospital is F (y),
In formula, x represents that object receives the ratio of intelligent medical treatment service, x spans [0,1]；Y represents that hospital provides wisdom
The ratio of medical services, y spans [0,1]；CmRepresent that hospital provides the maintenance cost needed for intelligent medical treatment service；I1Represent
Hospital provides total income during intelligent medical treatment service；I2(I2＜ I1) represent that hospital does not provide total income when intelligent medical treatment services；
F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides intelligent medical treatment service
The effectiveness obtained；U2(U2＜ U1) represent that object does not receive hospital and provides the effectiveness that intelligent medical treatment service is obtained；P expressions pair
As the medical fee of payment；CuRepresent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent object
Need intelligent medical treatment service and extra cost of hospital when intelligent medical treatment service is not provided.
F (x)=0 is made, F (y)=0 obtains five dynamic equalization points of Evolutionary Game Model, i.e. the first dynamic equalization point D
(x*,y*), the second dynamic equalization point O (0,0), the 3rd dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th move
State equilibrium point C (0,1).
Wherein,
Step 104, intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point.
Two-dimensional coordinate system is built according to above-mentioned 5 dynamic equalizations point in the present embodiment, as shown in Fig. 2 dynamic with second in Fig. 2
State equilibrium point O and the 4th dynamic equalization point B is evolutionary strategy equilibrium point.Wherein, the second dynamic equalization point O represents that object does not connect
By intelligent medical treatment service, hospital does not provide intelligent medical treatment service yet simultaneously.4th dynamic equalization point B represents that object receives wisdom doctor
Treating service, hospital also provides intelligent medical treatment service simultaneously.
When evolutionary process tends to the second dynamic equalization point O, it is unfavorable for the popularization of intelligent medical treatment service.On the contrary, when evolution
When process tends to the 4th dynamic equalization point B, be then advantageous to the popularization of intelligent medical treatment service.By being derived by dynamic equalization point
ABCD forms quadrangle ABCD area, is designated as SABCD：
According to quadrangle ABCD formula analysis：
(1) whenWhen, SABCDIt is the increasing function on F, shows that government fund support is more, Yue Duo hospitals are ready
Intelligent medical treatment service is provided, intelligent medical treatment services easier popularization.
(2) whenWhen, SABCDIt is on CmSubtraction function, indicate hospital provide intelligent medical treatment service needed for tie up
The increase of shield cost inhibits the popularization of intelligent medical treatment service.
(3) whenWithWhen, SABCDIt is on CuAnd CeSubtraction function, indicate too high wisdom doctor
Treat that equipment cost and patient need intelligent medical treatment service and extra cost of hospital when not providing intelligent medical treatment service inhibits
The popularization of intelligent medical treatment service.
It was found by the inventors of the present invention that quadrangle ABCD areas SABCDBigger, evolutionary process is intended to the 4th dynamic equalization
Point B possibility is bigger, easier popularization intelligent medical treatment service.
It can be seen that according to above-mentioned intelligent medical treatment service strategy evolutionary process, and it is the first ratio, the second ratio, at least one
The variation tendency of first decision variable and at least one second decision variable, side can be provided for the popularization of intelligent medical treatment service
Help.Government can also formulate corresponding investment and policy according to above-mentioned evolutionary process to improve pushing away for intelligent medical treatment service simultaneously
Wide work, improve the feasibility and validity of decision-making.
One embodiment of the invention additionally provides a kind of evolutionary Game method and device for intelligent medical treatment service and decision-making and filled
Put, as shown in figure 3, described device includes：
Ratio acquisition module 301, for counting the participation strategy of the first predetermined number hospital, obtain and participate in intelligent medical treatment
First ratio of the hospital of service；The participation strategy of the second predetermined number object is counted, obtains and participates in intelligent medical treatment service
Second ratio of object；
First numerical value acquisition module 302, for obtaining at least one first decision-making of the first predetermined number hospital
Variable and corresponding numerical value, and at least one second decision variable of the second predetermined number object and corresponding number
Value；
Equilibrium point acquisition module 303, for according to first ratio, second ratio, at least one first decision-making
Variable and at least one second decision variable and Evolutionary Game Model, obtain the dynamic equalization point of Evolutionary Game Model；
Evolutionary process acquisition module 304, developed for obtaining the intelligent medical treatment service strategy according to dynamic equalization point
Journey.
Alternatively, the ratio acquisition module 301 includes：
First statistic unit, for counting the participation strategy of the first predetermined number hospital, obtain participating in intelligent medical treatment clothes
3rd predetermined number hospital of business；
First proportional unit, wisdom doctor is participated in for being obtained according to first predetermined number and the 3rd predetermined number
Treat the first ratio of the hospital of service；
Or
The ratio acquisition module also includes：
Second statistic unit, for counting the participation strategy of the second predetermined number object, obtain participating in intelligent medical treatment clothes
4th predetermined number object of business；
Second proportional unit, wisdom doctor is participated in for being obtained according to second predetermined number and the 4th predetermined number
Treat the second ratio of the object of service.
Alternatively, the Evolutionary Game Model includes：
Wherein, x represents the second ratio, and y represents the first ratio；CmRepresent that hospital provides the maintenance needed for intelligent medical treatment service
Cost；I1Represent total income when hospital provides intelligent medical treatment service；I2(I2＜ I1) represent that hospital does not provide intelligent medical treatment service
When total income；F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides intelligence
The effectiveness that intelligent medical services are obtained；U2(U2＜ U1) represent that object does not receive hospital and provides the effect that intelligent medical treatment service is obtained
With；CuRepresent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent that object needs intelligent medical treatment
Service and hospital do not provide intelligent medical treatment service when extra cost；P represents the medical fee that object is paid.
Alternatively, the equilibrium point acquisition module includes：
According to first ratio, second ratio, at least one first decision variable and at least one second decision-making
Variable, determine the first dynamic equalization point D, the second dynamic equalization point O (0,0), the 3rd dynamic equalization of the Evolutionary Game Model
Point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1)；The first dynamic equalization point D (x*,y*),
Alternatively, the evolutionary process acquisition module includes：
Area acquiring unit, under preset plane coordinate system, origin to be the second dynamic equalization point O (0,0), obtain institute
State the first dynamic equalization point D, the 3rd dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C
(0,1) the area formula S of quadrangle is formedABCD：
Evolutionary process acquiring unit, intelligent medical treatment service institute is provided for the area formula according to the quadrangle and hospital
Government fund when maintenance cost, the hospital's offer intelligent medical treatment needed services supports F relation, determines the intelligent medical treatment service
The evolutionary process of strategy；
Service strategy determining unit, for being intended to the 4th dynamic in the evolutionary process of intelligent medical treatment service strategy
Weigh point B, and when the area of the quadrangle is more than or equal to predetermined threshold value, determines the intelligent medical treatment service strategy as one
Kind intelligent medical treatment service and decision-making
It should be noted that device provided in an embodiment of the present invention is corresponding with the above method, the implementation of the above method is thin
Section is equally applicable to said apparatus, and no longer said system is described in detail for the embodiment of the present invention.
In the specification of the present invention, numerous specific details are set forth.It is to be appreciated, however, that embodiments of the invention can be with
Put into practice in the case of these no details.In some instances, known method, structure and skill is not been shown in detail
Art, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that disclose to simplify the present invention and help to understand one or more in each inventive aspect
Individual, in the description to the exemplary embodiment of the present invention above, each feature of the invention is grouped together into single sometimes
In embodiment, figure or descriptions thereof.It is intended to however, should not explain the method for the disclosure in reflection is following：Want
Seek the application claims features more more than the feature being expressly recited in each claim of protection.More precisely, such as
As following claims reflect, inventive aspect is all features less than single embodiment disclosed above.
Therefore, it then follows thus claims of embodiment are expressly incorporated in the embodiment, wherein each right will
Ask itself all as separate embodiments of the invention.
It will be understood by those skilled in the art that the module in the equipment in embodiment can adaptively be changed
And they are provided in the different one or more equipment of the embodiment.Can the module in embodiment or unit or
Component is combined into a module or unit or component, and can be divided into multiple submodule or subelement or subgroup in addition
Part.Except at least some in such feature and/or process or unit are mutually exclusive parts, any combinations can be used
To all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and such disclosed any side
All processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint right will
Ask, make a summary and accompanying drawing) disclosed in each feature can be replaced by the alternative features for providing identical, equivalent or similar purpose.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included some features rather than further feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be realized with hardware, or to be run on one or more processor
Software module realize, or realized with combinations thereof.It will be understood by those of skill in the art that it can use in practice
Microprocessor or digital signal processor (DSP) are realized in a kind of equipment of browser terminal according to embodiments of the present invention
Some or all parts some or all functions.The present invention is also implemented as being used to perform side as described herein
The some or all equipment or program of device (for example, computer program and computer program product) of method.It is such
Realizing the program of the present invention can store on a computer-readable medium, or can have the shape of one or more signal
Formula.Such signal can be downloaded from internet website and obtained, and either be provided or with any other shape on carrier signal
Formula provides.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of some different elements and being come by means of properly programmed computer real
It is existing.In if the unit claim of equipment for drying is listed, several in these devices can be by same hardware branch
To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and run after fame
Claim.
Finally it should be noted that：Various embodiments above is merely illustrative of the technical solution of the present invention, rather than its limitations；To the greatest extent
The present invention is described in detail with reference to foregoing embodiments for pipe, it will be understood by those within the art that：Its according to
The technical scheme described in foregoing embodiments can so be modified, either which part or all technical characteristic are entered
Row equivalent substitution；And these modifications or replacement, the essence of appropriate technical solution is departed from various embodiments of the present invention technology
The scope of scheme, it all should cover among the claim of the present invention and the scope of specification.
Claims (10)
- A kind of 1. evolutionary Game method and device method for intelligent medical treatment service and decision-making, it is characterised in that methods described bag Include：The participation strategy of the first predetermined number hospital is counted, obtains the first ratio of the hospital for participating in intelligent medical treatment service；System The participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service；Obtain at least one first decision variable of the first predetermined number hospital and corresponding numerical value, and described second At least one second decision variable of predetermined number object and corresponding numerical value；According to first ratio, second ratio, at least one first decision variable and at least one second decision variable And Evolutionary Game Model, obtain the dynamic equalization point of Evolutionary Game Model；Intelligent medical treatment service strategy evolutionary process is obtained according to dynamic equalization point.
- 2. intelligent medical treatment service and decision-making according to claim 1 determines method, it is characterised in that the first predetermined number of statistics The participation strategy of individual hospital, the first ratio of the hospital for participating in intelligent medical treatment service is obtained, including：The participation strategy of the first predetermined number hospital is counted, obtains participating in the 3rd predetermined number doctor of intelligent medical treatment service Institute；The first ratio of the hospital for participating in intelligent medical treatment service is obtained according to first predetermined number and the 3rd predetermined number Example；OrThe participation strategy of the second predetermined number object is counted, obtains the second ratio of the object for participating in intelligent medical treatment service, bag Include：The participation strategy of the second predetermined number object is counted, the 4th predetermined number for obtaining participating in intelligent medical treatment service is right As；The second ratio of the object for participating in intelligent medical treatment service is obtained according to second predetermined number and the 4th predetermined number Example.
- 3. intelligent medical treatment service and decision-making according to claim 1 determines method, it is characterised in that the Evolutionary Game Model For：Wherein, x represents the second ratio, and y represents the first ratio；CmRepresent that hospital provides the maintenance cost needed for intelligent medical treatment service； I1Represent total income when hospital provides intelligent medical treatment service；I2(I2＜ I1) represent that hospital is not provided when intelligent medical treatment services Total income；F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides wisdom doctor Treat and service obtained effectiveness；U2(U2＜ U1) represent that object does not receive hospital and provides the effectiveness that intelligent medical treatment service is obtained；Cu Represent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent that object needs intelligent medical treatment service And hospital does not provide extra cost when intelligent medical treatment services；P represents the medical fee that object is paid.
- 4. intelligent medical treatment service and decision-making according to claim 3 determines method, it is characterised in that according to the described first ratio Example, second ratio, at least one first decision variable and at least one second decision variable and Evolutionary Game Model, are obtained The dynamic equalization point of Evolutionary Game Model is taken, including：According to first ratio, second ratio, at least one first decision variable and at least one second decision variable, Determine the Evolutionary Game Model the first dynamic equalization point D, the second dynamic equalization point O (0,0), the 3rd dynamic equalization point A (1, 0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1)；The first dynamic equalization point D (x*,y*),
- 5. intelligent medical treatment service and decision-making according to claim 4 determines method, it is characterised in that is obtained according to dynamic equalization point The intelligent medical treatment service strategy evolutionary process is taken, including：Under preset plane coordinate system, origin is the second dynamic equalization point O (0,0), obtains the first dynamic equalization point D, the Three dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1) form the area of quadrangle Formula SABCD；<mrow> <msub> <mi>S</mi> <mrow> <mi>A</mi> <mi>B</mi> <mi>C</mi> <mi>D</mi> </mrow> </msub> <mo>=</mo> <mfrac> <mn>1</mn> <mn>2</mn> </mfrac> <mrow> <mo>(</mo> <mn>2</mn> <mo>-</mo> <mfrac> <mrow> <msub> <mi>C</mi> <mi>m</mi> </msub> <mo>-</mo> <mi>F</mi> </mrow> <mrow> <msub> <mi>I</mi> <mn>1</mn> </msub> <mo>-</mo> <msub> <mi>I</mi> <mn>2</mn> </msub> </mrow> </mfrac> <mo>-</mo> <mfrac> <msub> <mi>C</mi> <mi>e</mi> </msub> <mrow> <msub> <mi>U</mi> <mn>1</mn> </msub> <mo>-</mo> <msub> <mi>U</mi> <mn>2</mn> </msub> <mo>-</mo> <msub> <mi>C</mi> <mi>u</mi> </msub> <mo>+</mo> <msub> <mi>C</mi> <mi>e</mi> </msub> </mrow> </mfrac> <mo>)</mo> </mrow> <mo>;</mo> </mrow>Maintenance cost, hospital according to needed for the area formula of the quadrangle and hospital provide intelligent medical treatment service provide wisdom Government fund during medical services supports F relation, determines the evolutionary process of the intelligent medical treatment service strategy；If the evolutionary process of the intelligent medical treatment service strategy is intended to the 4th dynamic equalization point B, and the quadrangle Area is more than or equal to predetermined threshold value, it is determined that the intelligent medical treatment service strategy is as a kind of intelligent medical treatment service and decision-making.
- A kind of 6. evolutionary Game method and device device for intelligent medical treatment service and decision-making, it is characterised in that described device bag Include：Ratio acquisition module, for counting the participation strategy of the first predetermined number hospital, obtain and participate in intelligent medical treatment service First ratio of hospital；The participation strategy of the second predetermined number object is counted, obtains the object of participation intelligent medical treatment service Second ratio；First numerical value acquisition module, for obtaining at least one first decision variable of the first predetermined number hospital and right The numerical value answered, and at least one second decision variable of the second predetermined number object and corresponding numerical value；Equilibrium point acquisition module, for according to first ratio, second ratio, at least one first decision variable and extremely Few second decision variable and Evolutionary Game Model, obtain the dynamic equalization point of Evolutionary Game Model；Evolutionary process acquisition module, for obtaining the intelligent medical treatment service strategy evolutionary process according to dynamic equalization point.
- 7. intelligent medical treatment service and decision-making determining device according to claim 6, it is characterised in that the ratio acquisition module Including：First statistic unit, for counting the participation strategy of the first predetermined number hospital, obtain participating in intelligent medical treatment service 3rd predetermined number hospital；First proportional unit, intelligent medical treatment clothes are participated in for being obtained according to first predetermined number and the 3rd predetermined number First ratio of the hospital of business；OrThe ratio acquisition module also includes：Second statistic unit, for counting the participation strategy of the second predetermined number object, obtain participating in intelligent medical treatment service 4th predetermined number object；Second proportional unit, intelligent medical treatment clothes are participated in for being obtained according to second predetermined number and the 4th predetermined number Second ratio of the object of business.
- 8. intelligent medical treatment service and decision-making determining device according to claim 6, it is characterised in that the Evolutionary Game Model Including：Wherein, x represents the second ratio, and y represents the first ratio；CmRepresent that hospital provides the maintenance cost needed for intelligent medical treatment service； I1Represent total income when hospital provides intelligent medical treatment service；I2(I2＜ I1) represent that hospital is not provided when intelligent medical treatment services Total income；F represents that government fund when hospital provides intelligent medical treatment service is supported；U1Represent that object receives hospital and provides wisdom doctor Treat and service obtained effectiveness；U2(U2＜ U1) represent that object does not receive hospital and provides the effectiveness that intelligent medical treatment service is obtained；Cu Represent that object receives intelligent medical treatment equipment cost when hospital provides intelligent medical treatment service；CeRepresent that object needs intelligent medical treatment service And hospital does not provide extra cost when intelligent medical treatment services；P represents the medical fee that object is paid.
- 9. intelligent medical treatment service and decision-making determining device according to claim 8, it is characterised in that the equilibrium point obtains mould Block includes：According to first ratio, second ratio, at least one first decision variable and at least one second decision variable, Determine the Evolutionary Game Model the first dynamic equalization point D, the second dynamic equalization point O (0,0), the 3rd dynamic equalization point A (1, 0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1)；The first dynamic equalization point D (x*,y*),
- 10. the intelligent medical treatment service and decision-making determining device according to right wants 9, it is characterised in that the evolutionary process obtains Module includes：Area acquiring unit, under preset plane coordinate system, origin to be the second dynamic equalization point O (0,0), obtain described the One dynamic equalization point D, the 3rd dynamic equalization point A (1,0), the 4th dynamic equalization point B (1,1), the 5th dynamic equalization point C (0,1) Form the area formula S of quadrangleABCD；<mrow> <msub> <mi>S</mi> <mrow> <mi>A</mi> <mi>B</mi> <mi>C</mi> <mi>D</mi> </mrow> </msub> <mo>=</mo> <mfrac> <mn>1</mn> <mn>2</mn> </mfrac> <mrow> <mo>(</mo> <mn>2</mn> <mo>-</mo> <mfrac> <mrow> <msub> <mi>C</mi> <mi>m</mi> </msub> <mo>-</mo> <mi>F</mi> </mrow> <mrow> <msub> <mi>I</mi> <mn>1</mn> </msub> <mo>-</mo> <msub> <mi>I</mi> <mn>2</mn> </msub> </mrow> </mfrac> <mo>-</mo> <mfrac> <msub> <mi>C</mi> <mi>e</mi> </msub> <mrow> <msub> <mi>U</mi> <mn>1</mn> </msub> <mo>-</mo> <msub> <mi>U</mi> <mn>2</mn> </msub> <mo>-</mo> <msub> <mi>C</mi> <mi>u</mi> </msub> <mo>+</mo> <msub> <mi>C</mi> <mi>e</mi> </msub> </mrow> </mfrac> <mo>)</mo> </mrow> </mrow>Evolutionary process acquiring unit, provided for the area formula according to the quadrangle and hospital needed for intelligent medical treatment service Government fund when maintenance cost, hospital provide intelligent medical treatment service supports F relation, determines the intelligent medical treatment service strategy Evolutionary process；Service strategy determining unit, for being intended to the 4th dynamic equalization point in the evolutionary process of intelligent medical treatment service strategy B, and when the area of the quadrangle is more than or equal to predetermined threshold value, determine the intelligent medical treatment service strategy as a kind of intelligence Intelligent medical services decision-making.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108541071A (en) * | 2018-04-10 | 2018-09-14 | 清华大学 | Wireless communication system multi-user resource distribution system based on the double-deck game |
| CN113255006A (en) * | 2021-06-16 | 2021-08-13 | 云南财经大学 | Medical big data access control method based on evolutionary game |
| CN113344627A (en) * | 2021-06-04 | 2021-09-03 | 哈尔滨商业大学 | Method and device for generating user high-quality content, electronic equipment and storage medium |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105120468A (en) * | 2015-07-13 | 2015-12-02 | 华中科技大学 | Dynamic wireless network selection method based on evolutionary game theory |
-
2017
- 2017-09-11 CN CN201710813168.8A patent/CN107491657A/en active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105120468A (en) * | 2015-07-13 | 2015-12-02 | 华中科技大学 | Dynamic wireless network selection method based on evolutionary game theory |
Non-Patent Citations (2)
| Title |
|---|
| 汪祥松等: ""远程医疗背景下社区医院和患者行为选择的演化分析"", 《工业工程与管理》 * |
| 詹祥等: ""基于演化博弈的远程医疗服务推进"", 《系统工程》 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108541071A (en) * | 2018-04-10 | 2018-09-14 | 清华大学 | Wireless communication system multi-user resource distribution system based on the double-deck game |
| CN108541071B (en) * | 2018-04-10 | 2019-03-01 | 清华大学 | Wireless communication system multi-user resource distribution system based on the double-deck game |
| CN113344627A (en) * | 2021-06-04 | 2021-09-03 | 哈尔滨商业大学 | Method and device for generating user high-quality content, electronic equipment and storage medium |
| CN113255006A (en) * | 2021-06-16 | 2021-08-13 | 云南财经大学 | Medical big data access control method based on evolutionary game |
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