Pith. sign in
Pith Number

pith:QCPCZWP7

pith:2023:QCPCZWP7TWQTWIY2ZY5DMZQIXR
not attested not anchored not stored refs pending

Recomputing Solutions to Perturbed Multi-Commodity Pickup and Delivery Vehicle Routing Problems using Monte Carlo Tree Search

Mithun Goutham, Stephanie Stockar

arxiv:2304.11444 v2 · 2023-04-22 · eess.SY · cs.MA · cs.SY · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QCPCZWP7TWQTWIY2ZY5DMZQIXR}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T08:49:24.331068Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

809e2cd9ff9da13b231ace3a366608bc711b691501d839486665ca5ea4789028

Aliases

arxiv: 2304.11444 · arxiv_version: 2304.11444v2 · doi: 10.48550/arxiv.2304.11444 · pith_short_12: QCPCZWP7TWQT · pith_short_16: QCPCZWP7TWQTWIY2 · pith_short_8: QCPCZWP7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QCPCZWP7TWQTWIY2ZY5DMZQIXR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 809e2cd9ff9da13b231ace3a366608bc711b691501d839486665ca5ea4789028
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a2dbc025ca088b5515bd8ba23342149bca31b2f4e8174f6e6bdcf6bd30833fa",
    "cross_cats_sorted": [
      "cs.MA",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-04-22T16:54:30Z",
    "title_canon_sha256": "84a1850f62d0c89918d360b6d5a6dea6eb783239d66d1c8179549027f95fc9db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11444",
    "kind": "arxiv",
    "version": 2
  }
}