Pith Number

pith:VELE5GIK

pith:2022:VELE5GIK3NJ46QO76OLGMDJOUS

not attested not anchored not stored refs pending

Learning to Solve Vehicle Routing Problems: A Survey

Aigerim Bogyrbayeva, Bissenbay Dauletbayev, Meraryslan Meraliyev, Taukekhan Mustakhov

arxiv:2205.02453 v1 · 2022-05-05 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VELE5GIK3NJ46QO76OLGMDJOUS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Cited by

1 paper in Pith

A Coalition Game for On-demand Multi-modal 3D Automated Delivery System

Receipt and verification

First computed	2026-07-05T04:20:37.303585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9164e990adb53cf41dff396660d2ea4b7dffed06270f6f7f81256a7e64bedde

Aliases

arxiv: 2205.02453 · arxiv_version: 2205.02453v1 · doi: 10.48550/arxiv.2205.02453 · pith_short_12: VELE5GIK3NJ4 · pith_short_16: VELE5GIK3NJ46QO7 · pith_short_8: VELE5GIK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VELE5GIK3NJ46QO76OLGMDJOUS \
  | 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: a9164e990adb53cf41dff396660d2ea4b7dffed06270f6f7f81256a7e64bedde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dba17e3cd9a6f1e96e552fca37ce17f74f7e6935b114c58d27bdfb8426ccebed",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-05T05:48:16Z",
    "title_canon_sha256": "90a00fd95473bbfd8a8aa23ba7e169c411feace93309e95bdff6cf1ab25bb113"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.02453",
    "kind": "arxiv",
    "version": 1
  }
}