Resources on hybrid quantum-classical algorithms applied to combinatorial optimization problems

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I am doing a thesis on "Metaheuristics and Quantum Computing", and was wondering if anyone could recommend some papers/pages
to read talking about hybrid quantum/classical computing.

(My idea is to get quantum population, evaluate through classical
function and then considering the classical evaluation, change the original
state of qubits to get new quantum sample, and so on and so forth.)

edited Nov 17 at 21:48

Niel de Beaudrap

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asked Nov 17 at 14:46

Pedro Pepê

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Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
Nov 17 at 21:49

Thank you Niel. It's much better now!
– Pedro Pepê
2 days ago

add a comment |

up vote
4
down vote

favorite

I am doing a thesis on "Metaheuristics and Quantum Computing", and was wondering if anyone could recommend some papers/pages
to read talking about hybrid quantum/classical computing.

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

1

Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
Nov 17 at 21:49

Thank you Niel. It's much better now!
– Pedro Pepê
2 days ago

add a comment |

up vote
4
down vote

favorite

I am doing a thesis on "Metaheuristics and Quantum Computing", and was wondering if anyone could recommend some papers/pages
to read talking about hybrid quantum/classical computing.

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

I am doing a thesis on "Metaheuristics and Quantum Computing", and was wondering if anyone could recommend some papers/pages
to read talking about hybrid quantum/classical computing.

quantum-algorithms resource-request optimization

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

edited Nov 17 at 21:48

Niel de Beaudrap

5,150931

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

asked Nov 17 at 14:46

Pedro Pepê

234

asked Nov 17 at 14:46

Pedro Pepê

234

New contributor

Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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1

Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
Nov 17 at 21:49

Thank you Niel. It's much better now!
– Pedro Pepê
2 days ago

add a comment |

1

Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
Nov 17 at 21:49

Thank you Niel. It's much better now!
– Pedro Pepê
2 days ago

Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
Nov 17 at 21:49

Thank you Niel. It's much better now!
– Pedro Pepê
2 days ago

add a comment |

1 Answer
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So for hybrid quantum-classical algorithms, I suggest looking at :

The Quantum Approximate Optimization Algorithm

Variational hybrid quantum-classical algorithms that include the so famous Variational Quantum Eigensolver applied for Max-Cut problems

PennyLane which helps you in developping hybrid computation for optimization problems and Machine Learning. They give a list of references for hybrid computation in their references like the Practical optimization for hybrid quantum-classical algorithms.

List is non exhaustive of course.

answered Nov 17 at 16:10

cnada

1,616211

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

add a comment |

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1 Answer
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active

oldest

votes

1 Answer
1

active

oldest

votes

up vote
4
down vote

accepted

So for hybrid quantum-classical algorithms, I suggest looking at :

The Quantum Approximate Optimization Algorithm

Variational hybrid quantum-classical algorithms that include the so famous Variational Quantum Eigensolver applied for Max-Cut problems

PennyLane which helps you in developping hybrid computation for optimization problems and Machine Learning. They give a list of references for hybrid computation in their references like the Practical optimization for hybrid quantum-classical algorithms.

List is non exhaustive of course.

answered Nov 17 at 16:10

cnada

1,616211

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

add a comment |

up vote
4
down vote

accepted

So for hybrid quantum-classical algorithms, I suggest looking at :

The Quantum Approximate Optimization Algorithm

Variational hybrid quantum-classical algorithms that include the so famous Variational Quantum Eigensolver applied for Max-Cut problems

PennyLane which helps you in developping hybrid computation for optimization problems and Machine Learning. They give a list of references for hybrid computation in their references like the Practical optimization for hybrid quantum-classical algorithms.

List is non exhaustive of course.

answered Nov 17 at 16:10

cnada

1,616211

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

add a comment |

up vote
4
down vote

accepted

So for hybrid quantum-classical algorithms, I suggest looking at :

The Quantum Approximate Optimization Algorithm

Variational hybrid quantum-classical algorithms that include the so famous Variational Quantum Eigensolver applied for Max-Cut problems

PennyLane which helps you in developping hybrid computation for optimization problems and Machine Learning. They give a list of references for hybrid computation in their references like the Practical optimization for hybrid quantum-classical algorithms.

List is non exhaustive of course.

answered Nov 17 at 16:10

cnada

1,616211

So for hybrid quantum-classical algorithms, I suggest looking at :

The Quantum Approximate Optimization Algorithm

Variational hybrid quantum-classical algorithms that include the so famous Variational Quantum Eigensolver applied for Max-Cut problems

PennyLane which helps you in developping hybrid computation for optimization problems and Machine Learning. They give a list of references for hybrid computation in their references like the Practical optimization for hybrid quantum-classical algorithms.

List is non exhaustive of course.

answered Nov 17 at 16:10

cnada

1,616211

answered Nov 17 at 16:10

cnada

1,616211

answered Nov 17 at 16:10

cnada

1,616211

answered Nov 17 at 16:10

cnada

1,616211

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

add a comment |

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

Thanks for your help. It's a great starting point. That is exactly what I was looking for.
– Pedro Pepê
2 days ago

add a comment |

Pedro Pepê is a new contributor. Be nice, and check out our Code of Conduct.

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