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











up vote
4
down vote

favorite
1












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.)






quantum-algorithms resource-request optimization







share|improve this question









New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
















  • 1




    Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
    – Niel de Beaudrap
    2 days ago










  • Thank you Niel. It's much better now!
    – Pedro Pepê
    yesterday















up vote
4
down vote

favorite
1












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.)






quantum-algorithms resource-request optimization







share|improve this question









New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
















  • 1




    Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
    – Niel de Beaudrap
    2 days ago










  • Thank you Niel. It's much better now!
    – Pedro Pepê
    yesterday













up vote
4
down vote

favorite
1









up vote
4
down vote

favorite
1






1





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.)






quantum-algorithms resource-request optimization







share|improve this question









New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











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.)






quantum-algorithms resource-request optimization




quantum-algorithms resource-request optimization






share|improve this question









New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|improve this question









New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|improve this question




share|improve this question








edited 2 days ago









Niel de Beaudrap

5,150931




5,150931






New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









asked 2 days ago









Pedro Pepê

234




234




New contributor




Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.





New contributor





Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






Pedro Pepê is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.








  • 1




    Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
    – Niel de Beaudrap
    2 days ago










  • Thank you Niel. It's much better now!
    – Pedro Pepê
    yesterday














  • 1




    Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
    – Niel de Beaudrap
    2 days ago










  • Thank you Niel. It's much better now!
    – Pedro Pepê
    yesterday








1




1




Hello Pedro! I hope you don't mind that I edited your post to make it a little more concise.
– Niel de Beaudrap
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
2 days ago












Thank you Niel. It's much better now!
– Pedro Pepê
yesterday




Thank you Niel. It's much better now!
– Pedro Pepê
yesterday










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.






share|improve this answer





















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











Your Answer





StackExchange.ifUsing("editor", function () {
return StackExchange.using("mathjaxEditing", function () {
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
});
});
}, "mathjax-editing");

StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "694"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);

StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});

function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
noCode: true, onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});


}
});






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










 

draft saved


draft discarded


















StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fquantumcomputing.stackexchange.com%2fquestions%2f4747%2fresources-on-hybrid-quantum-classical-algorithms-applied-to-combinatorial-optimi%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown

























1 Answer
1






active

oldest

votes








1 Answer
1






active

oldest

votes









active

oldest

votes






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.






share|improve this answer





















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















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.






share|improve this answer





















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













up vote
4
down vote



accepted







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.






share|improve this answer












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.







share|improve this answer












share|improve this answer



share|improve this answer










answered 2 days ago









cnada

1,596211




1,596211












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


















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
















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




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










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










 

draft saved


draft discarded


















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













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












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















 


draft saved


draft discarded














StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fquantumcomputing.stackexchange.com%2fquestions%2f4747%2fresources-on-hybrid-quantum-classical-algorithms-applied-to-combinatorial-optimi%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown





















































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown

































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown







-

Popular posts from this blog

"Incorrect syntax near the keyword 'ON'. (on update cascade, on delete cascade,)

Image
.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty{ height:90px;width:728px;box-sizing:border-box; } 2 total noob sorry any help greatly appreciated. I keep getting this "Incorrect syntax near the keyword 'ON'." heres my codes code one CREATE TABLE supplier ( supplierID INT PRIMARY KEY, ISBN INT FOREIGN KEY REFERENCES book(ISBN), price DECIMAL (5,2), ON UPDATE CASCADE, ON DELETE CASCADE, ); code two CREATE TABLE orders ( orderID INT PRIMARY KEY, customerID INT FOREIGN KEY REFERENCES customer(customerID), ISBN INT FOREIGN KEY REFERENCES book(ISBN), orderDate date, ON UPDATE CASCADE, ON DELETE CASCADE, ); Ive run out of stuff to try other than dumbing it down to uselessness. ...
Read more

Alcedinidae

Image
Alcedinidae Martin-pêcheur à dos bleu ( Alcedo azurea ) Classification (COI) Règne Animalia Embranchement Chordata Sous-embr. Vertebrata Classe Aves Ordre Coraciiformes Famille Alcedinidae Rafinesque, 1815 Les Alcédinidés ou Alcedinidae forment une famille d'oiseaux plus connus sous les noms de martins-pêcheurs et martins-chasseurs. Sommaire 1 Description 2 Répartition et habitat 3 Systématique 3.1 Liste alphabétique des genres 3.2 Liste des espèces 4 Chez les Anciens : l'alcyon 4.1 Étymologie (Littré) 4.2 Oiseau « fabuleux » ? 5 Notes 6 Articles connexes 7 Liens externes 7.1 Bibliographie Description | Ce sont des oiseaux compacts de taille petite à moyenne (10 à 46 cm), au bec droit et long, en forme de poignard. Leurs pattes sont courtes, et ils portent un plumage aux couleurs vives. Répartition et habitat | Cosmopolites, ils fréquentent surtout ...
Read more

Origin of the phrase “under your belt”?

Image
.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty{ margin-bottom:0; } 17 1 Today, I found myself discussing what students should have "under their belts" during a lecture, and I wondered to myself if there was some inappropriate undertone here that I might be unaware of. Question : What is the origin of the phrase "under your belt"? A google search revealed some webpages (e.g. [1]) that assert its origin is related to consumption of food -- once a meal has been eaten, it's under your belt (which is a relief). However, with such websites, I have no way to determine fact from "random guy on the internet making stuff up". etymology idioms ...
Read more