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GROVER’S ALGORITHM FINDS THE TARGET ITEM
IN A DATABASE
ORACLE
• THE ORACLE IS DESIGNED SUCH THAT IT WILL FLIP THE PROBABILITY AMPLITUDE OF THE TARGET ITEMS
• GROVER’S ALGORITHM ONLY NEEDS 𝑂( 𝑁) QUERIES ( AGAINST 𝑂(𝑁) IN CLASSICAL COUNTERPART)
• THE ACTION OF ORACLE MAY BE WRITTEN AS: 𝑥 → (−1)𝑓 𝑥
𝑥
DIFFUSION OPERATOR
• IT INVERTS THE AMPLITUDE OF QUANTUM STATES ABOUT AVERAGE AMPLITUDE
• AN N-QUBIT DIFFUSION OPERATOR CAN BE EXPRESSED AS: 2|Ψ⟩⟨Ψ| − 𝐼⊗𝑛 WHERE |𝜓⟩ IS THE
NORMALIZED SUM OF EQUALLY DISTRIBUTED SUPERPOSITION STATE
LET’S SEE SOME RESULTS
Board please
SCHEMATIC
DIFFERENCE
• INSTEAD OF FINDING THE TARGET ITEM, THE PARTIAL SEARCH ALGORITHMFINDS THE TARGET BLOCK
• 𝑁 ITEMS IS DIVIDED INTO 𝐾 BLOCKS, EACH BLOCK CONSISTS OF 𝑏 ITEMS 𝑁 = 𝑘𝑏
• ASSUME 𝑁 = 2𝑛 & 𝑏 = 2𝑚 & 𝑘 = 2𝑛−𝑚, SO :
• THE PARTIAL SEARCH ALGORITHM FINDS THE ITEMS WITH THE LAST 𝑛 − 𝑚 QUBITS MATCH TO THE
RIGHT STATE |𝑡𝑛−𝑚⟩
• GUARANTEE THE CORRECT SOLUTION BUT REQUIRES LESS QUERY.(O(√𝑁 − √𝑏))
RESULTS
SCHEMATIC
DIFFERENCE
• NO ORACLE OPTIMIZATION(SIMILAR TO GROVER )
• FOCUS ON OPTIMIZING THE DIFFUSION OPERATOR
• N-QUBIT ADDRESS OF THE TARGET STATE IS DIVIDED INTO |𝑡𝑛⟩ = |𝑡𝑚⟩ |𝑡𝑛−𝑚⟩ . PERFORMING THE LOCAL GROVER
SEARCH OPERATOR FOR THE FIRST 𝑚 QUBITS WILL AMPLIFY THE PROBABILITIES OF THE ITEMS WITH THE LAST 𝑛 −
𝑚 QUBITS IN THE CORRECT STATE. PERFORMING THE LOCAL GROVER SEARCH OPERATOR WILL AMPLIFY THE
PROBABILITIES OF THE ITEMS WITH FIRST 𝑚 QUBITS IN THE CORRECT STATE. WITH THESE TWO OPERATORS
WORKING COLLECTIVELY, WE CAN AMPLIFY THE PROBABILITY OF THE TARGET ITEM
More explanation please
RESULTS
INTERPRETATION OF IDEA
GROVER PARTIAL EFFICIENT
IBMQ-BOGOTA TEST
GROVER PARTIAL EFFICIENT
Grover search Algorithm.pptx

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Grover search Algorithm.pptx

  • 1.
  • 2. GROVER’S ALGORITHM FINDS THE TARGET ITEM IN A DATABASE
  • 3. ORACLE • THE ORACLE IS DESIGNED SUCH THAT IT WILL FLIP THE PROBABILITY AMPLITUDE OF THE TARGET ITEMS • GROVER’S ALGORITHM ONLY NEEDS 𝑂( 𝑁) QUERIES ( AGAINST 𝑂(𝑁) IN CLASSICAL COUNTERPART) • THE ACTION OF ORACLE MAY BE WRITTEN AS: 𝑥 → (−1)𝑓 𝑥 𝑥
  • 4. DIFFUSION OPERATOR • IT INVERTS THE AMPLITUDE OF QUANTUM STATES ABOUT AVERAGE AMPLITUDE • AN N-QUBIT DIFFUSION OPERATOR CAN BE EXPRESSED AS: 2|Ψ⟩⟨Ψ| − 𝐼⊗𝑛 WHERE |𝜓⟩ IS THE NORMALIZED SUM OF EQUALLY DISTRIBUTED SUPERPOSITION STATE
  • 7.
  • 9. DIFFERENCE • INSTEAD OF FINDING THE TARGET ITEM, THE PARTIAL SEARCH ALGORITHMFINDS THE TARGET BLOCK • 𝑁 ITEMS IS DIVIDED INTO 𝐾 BLOCKS, EACH BLOCK CONSISTS OF 𝑏 ITEMS 𝑁 = 𝑘𝑏 • ASSUME 𝑁 = 2𝑛 & 𝑏 = 2𝑚 & 𝑘 = 2𝑛−𝑚, SO : • THE PARTIAL SEARCH ALGORITHM FINDS THE ITEMS WITH THE LAST 𝑛 − 𝑚 QUBITS MATCH TO THE RIGHT STATE |𝑡𝑛−𝑚⟩ • GUARANTEE THE CORRECT SOLUTION BUT REQUIRES LESS QUERY.(O(√𝑁 − √𝑏))
  • 11.
  • 13. DIFFERENCE • NO ORACLE OPTIMIZATION(SIMILAR TO GROVER ) • FOCUS ON OPTIMIZING THE DIFFUSION OPERATOR • N-QUBIT ADDRESS OF THE TARGET STATE IS DIVIDED INTO |𝑡𝑛⟩ = |𝑡𝑚⟩ |𝑡𝑛−𝑚⟩ . PERFORMING THE LOCAL GROVER SEARCH OPERATOR FOR THE FIRST 𝑚 QUBITS WILL AMPLIFY THE PROBABILITIES OF THE ITEMS WITH THE LAST 𝑛 − 𝑚 QUBITS IN THE CORRECT STATE. PERFORMING THE LOCAL GROVER SEARCH OPERATOR WILL AMPLIFY THE PROBABILITIES OF THE ITEMS WITH FIRST 𝑚 QUBITS IN THE CORRECT STATE. WITH THESE TWO OPERATORS WORKING COLLECTIVELY, WE CAN AMPLIFY THE PROBABILITY OF THE TARGET ITEM
  • 16. INTERPRETATION OF IDEA GROVER PARTIAL EFFICIENT