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Minimum set of constraints required to located a point within a timeline


Gradient descent vs ternary searchReentrant constraints in active set algorithm?Deleting 0's from a random mod 2 matrixHow to covert min min problem to linear programming problem?Efficient update step to this constrained optimization based on the gradient value?Integer linear programming constraint for maximum number of consecutive ones in a binary sequenceAdding tie-breaking conditions in linear integer optimization problemLinear Programming with Incrementally added constraintsHow is pure adaptive search (PAS) a non-homogenous Poisson process?Is there any algorithm available for this kind of optimization problem













0












$begingroup$


I have a very specific problem, applicable to my own use-case of what I am trying to do and I was wondering if anyone can help me come up with, or point me directions towards how can I go about solving it. Or whether there is a simple mathematical model I can apply to solve the problem.



Given a fixed timeline, or time represented on a numberline extending far into the future upto a particular value, and extending into the past with a particular value, I need to be able to find the minimum set of constraints that are able to locate a particular point (within a particular accuracy) that lies at an unknown point on the timeline.



This is the solution that I currently have:



enter image description here



As shown in the diagram above, I initially add two constraints:
C1: x = X - 5 and y = Y where Y is some time in the future uptil where I am trying to find my point, lets assume its 25 in this case. This is a known numeric initial value. Similarly, the second constraint is y = X+5 and and x = 25 or any value in the past. Based on where the point is located, it will reject the first constraint, or the second, or both, or accept both. In all equations, 5 is the minimum accuracy to which I want to locate the point. This helps us make the following table:



enter image description here



In step 2, if I want to explore Case 2, I move further to the left, and define another set of constraints similar to the previous one.



This allows me to come up with a general equation for the number of constraints required (given that I add two at each step):



enter image description here



5 + 5*2 (n - 1)



where n = number of iterations.



So, if I wanted an accuracy uptil 25 to the left, I would need exactly n = 3 iterations and therefore a total of 6 constraints.



The question I have is that, even though I am adding two constraints at each step (coz that seems to be the minimum number I can add to be able to locate the point), is there any other way to arrive at the minimum number of constraints, or whether there is a mathematical model that would help me solve it for the minimum number of constraints required given that I want to locate a point within an accuracy of 5. I've thought of Linear Programming, but linear programming doesn't really help me with coming up with the minimum set of constraints.










share|cite|improve this question









$endgroup$
















    0












    $begingroup$


    I have a very specific problem, applicable to my own use-case of what I am trying to do and I was wondering if anyone can help me come up with, or point me directions towards how can I go about solving it. Or whether there is a simple mathematical model I can apply to solve the problem.



    Given a fixed timeline, or time represented on a numberline extending far into the future upto a particular value, and extending into the past with a particular value, I need to be able to find the minimum set of constraints that are able to locate a particular point (within a particular accuracy) that lies at an unknown point on the timeline.



    This is the solution that I currently have:



    enter image description here



    As shown in the diagram above, I initially add two constraints:
    C1: x = X - 5 and y = Y where Y is some time in the future uptil where I am trying to find my point, lets assume its 25 in this case. This is a known numeric initial value. Similarly, the second constraint is y = X+5 and and x = 25 or any value in the past. Based on where the point is located, it will reject the first constraint, or the second, or both, or accept both. In all equations, 5 is the minimum accuracy to which I want to locate the point. This helps us make the following table:



    enter image description here



    In step 2, if I want to explore Case 2, I move further to the left, and define another set of constraints similar to the previous one.



    This allows me to come up with a general equation for the number of constraints required (given that I add two at each step):



    enter image description here



    5 + 5*2 (n - 1)



    where n = number of iterations.



    So, if I wanted an accuracy uptil 25 to the left, I would need exactly n = 3 iterations and therefore a total of 6 constraints.



    The question I have is that, even though I am adding two constraints at each step (coz that seems to be the minimum number I can add to be able to locate the point), is there any other way to arrive at the minimum number of constraints, or whether there is a mathematical model that would help me solve it for the minimum number of constraints required given that I want to locate a point within an accuracy of 5. I've thought of Linear Programming, but linear programming doesn't really help me with coming up with the minimum set of constraints.










    share|cite|improve this question









    $endgroup$














      0












      0








      0





      $begingroup$


      I have a very specific problem, applicable to my own use-case of what I am trying to do and I was wondering if anyone can help me come up with, or point me directions towards how can I go about solving it. Or whether there is a simple mathematical model I can apply to solve the problem.



      Given a fixed timeline, or time represented on a numberline extending far into the future upto a particular value, and extending into the past with a particular value, I need to be able to find the minimum set of constraints that are able to locate a particular point (within a particular accuracy) that lies at an unknown point on the timeline.



      This is the solution that I currently have:



      enter image description here



      As shown in the diagram above, I initially add two constraints:
      C1: x = X - 5 and y = Y where Y is some time in the future uptil where I am trying to find my point, lets assume its 25 in this case. This is a known numeric initial value. Similarly, the second constraint is y = X+5 and and x = 25 or any value in the past. Based on where the point is located, it will reject the first constraint, or the second, or both, or accept both. In all equations, 5 is the minimum accuracy to which I want to locate the point. This helps us make the following table:



      enter image description here



      In step 2, if I want to explore Case 2, I move further to the left, and define another set of constraints similar to the previous one.



      This allows me to come up with a general equation for the number of constraints required (given that I add two at each step):



      enter image description here



      5 + 5*2 (n - 1)



      where n = number of iterations.



      So, if I wanted an accuracy uptil 25 to the left, I would need exactly n = 3 iterations and therefore a total of 6 constraints.



      The question I have is that, even though I am adding two constraints at each step (coz that seems to be the minimum number I can add to be able to locate the point), is there any other way to arrive at the minimum number of constraints, or whether there is a mathematical model that would help me solve it for the minimum number of constraints required given that I want to locate a point within an accuracy of 5. I've thought of Linear Programming, but linear programming doesn't really help me with coming up with the minimum set of constraints.










      share|cite|improve this question









      $endgroup$




      I have a very specific problem, applicable to my own use-case of what I am trying to do and I was wondering if anyone can help me come up with, or point me directions towards how can I go about solving it. Or whether there is a simple mathematical model I can apply to solve the problem.



      Given a fixed timeline, or time represented on a numberline extending far into the future upto a particular value, and extending into the past with a particular value, I need to be able to find the minimum set of constraints that are able to locate a particular point (within a particular accuracy) that lies at an unknown point on the timeline.



      This is the solution that I currently have:



      enter image description here



      As shown in the diagram above, I initially add two constraints:
      C1: x = X - 5 and y = Y where Y is some time in the future uptil where I am trying to find my point, lets assume its 25 in this case. This is a known numeric initial value. Similarly, the second constraint is y = X+5 and and x = 25 or any value in the past. Based on where the point is located, it will reject the first constraint, or the second, or both, or accept both. In all equations, 5 is the minimum accuracy to which I want to locate the point. This helps us make the following table:



      enter image description here



      In step 2, if I want to explore Case 2, I move further to the left, and define another set of constraints similar to the previous one.



      This allows me to come up with a general equation for the number of constraints required (given that I add two at each step):



      enter image description here



      5 + 5*2 (n - 1)



      where n = number of iterations.



      So, if I wanted an accuracy uptil 25 to the left, I would need exactly n = 3 iterations and therefore a total of 6 constraints.



      The question I have is that, even though I am adding two constraints at each step (coz that seems to be the minimum number I can add to be able to locate the point), is there any other way to arrive at the minimum number of constraints, or whether there is a mathematical model that would help me solve it for the minimum number of constraints required given that I want to locate a point within an accuracy of 5. I've thought of Linear Programming, but linear programming doesn't really help me with coming up with the minimum set of constraints.







      optimization constraints






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