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Dynamic Programming on Bitmasks

Authors: Michael Cao, Siyong Huang

DP problems that require iterating over subsets.

Pro Tip

You can often use this to solve subtasks.

Bitmask DP

Focus Problem – read through this problem before continuing!

Tutorial

Resources
CPHElevator Rides, SOS, Hamiltonian
PAPSexample - similar to Hamiltonian
CFHamiltonian walks
HE

Solution

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Problems

StatusSourceProblem NameDifficultyTagsSolutionURL
ACEasy
Show Tags

Bitmasks

Check AC
CFEasy
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Bitmasks, MinCostFlow

Check CF
Old GoldEasy
Show Tags

Bitmasks

External Sol
Old GoldEasy
Show Tags

Bitmasks

External Sol
CSESNormal
Show Tags

Bitmasks

CPH 10.5
IZhONormal
Show Tags

Bitmasks

YSNormal
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Bitmasks, Meet in Middle

View Solution
KattisNormal
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Bitmasks, Geometry, Binary Search

View Solution

Bitmask over Primes

Rough Idea

In some number theory problems, it helps to represent each number were represented by a bitmask of its prime divisors. For example, the set can be represented by (in binary), where the bits correspond to divisibility by .

Then, here are some equivalent operations between masks and these integers:

  • Bitwise AND is GCD
  • Bitwise OR is LCM
  • Iterating over bits is iterating over prime divisors
  • Iterating over submasks is iterating over divisors

Choosing a set with GCD is equivalent to choosing a set of bitmasks that AND to . For example, we can see that doesn't have GCD because . On the other hand, has GCD because .

This section is not complete.

Feel free to file a request to complete this using the "Contact Us" button.

Maybe this is just standard NT, but I've always thought about it as a bitmask. Also, any tutorials or more problems of this type?

Problems

StatusSourceProblem NameDifficultyTagsSolutionURL
CFHard
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DP, Combinatorics

Check CF
CFVery Hard
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DP, Bitmasks, NT

Check CF
CFInsane
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Bitmasks, NT, Binary Search

Check CF
CFInsane
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DP, Bitmasks, Combinatorics

Check CF

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