dorsal/arxiv
View SchemaSimulations of the adiabatic quantum optimization for the Set Partition Problem
| Authors | V. N. Smelyanskiy, U. V. Toussaint, D. A. Timucin |
|---|---|
| Categories | |
| ArXiv ID | quant-ph/0112143 |
| URL | https://arxiv.org/abs/quant-ph/0112143 |
Abstract
We analyze the complexity of the quantum optimization algorithm based on adiabatic evolution for the set partition problem. We introduce a cost function defined on a logarithmic scale of the partition residues so that the total number of values of the cost function is of the order of the problem size. We simulate the behavior of the algorithm by numerical solution of the time-dependent Schroedinger equation as well as the stationary equation for the adiabatic eigenvalues. The numerical results for the time-dependent quantum evolution indicate that the complexity of the algorithm scales exponentially with the problem size.This result appears to contradict the recent numerical results for complexity of quantum adiabatic algorithm applied to a different NP-complete problem (Farhi et al, Science 292, p.472 (2001)).
{
"annotation_id": "f978d306-c25f-4184-b523-c9ace01215a4",
"date_created": "2026-03-02T18:01:49.217000Z",
"date_modified": "2026-03-02T18:01:49.217000Z",
"file_hash": "6255b9517743d1ae2de898df56eff379b007b94fad55516419e8bae92e119506",
"private": false,
"record": {
"abstract": "We analyze the complexity of the quantum optimization algorithm based on\nadiabatic evolution for the set partition problem. We introduce a cost function\ndefined on a logarithmic scale of the partition residues so that the total\nnumber of values of the cost function is of the order of the problem size. We\nsimulate the behavior of the algorithm by numerical solution of the\ntime-dependent Schroedinger equation as well as the stationary equation for the\nadiabatic eigenvalues. The numerical results for the time-dependent quantum\nevolution indicate that the complexity of the algorithm scales exponentially\nwith the problem size.This result appears to contradict the recent numerical\nresults for complexity of quantum adiabatic algorithm applied to a different\nNP-complete problem (Farhi et al, Science 292, p.472 (2001)).",
"arxiv_id": "quant-ph/0112143",
"authors": [
"V. N. Smelyanskiy",
"U. V. Toussaint",
"D. A. Timucin"
],
"categories": [
"quant-ph"
],
"title": "Simulations of the adiabatic quantum optimization for the Set Partition Problem",
"url": "https://arxiv.org/abs/quant-ph/0112143"
},
"schema_id": "dorsal/arxiv",
"source": {
"execution_id": "6fd83f60-be2c-4aca-ade2-55edeb50e123",
"id": "arXiv Dataset IDs",
"type": "Model",
"variant": "snapshot-2026-03-01",
"version": "0.1.0"
},
"user_id": 1000002
}