Pith Number

pith:WI635IVZ

pith:2022:WI635IVZDXIH7NHSR4ITVFN3B2

not attested not anchored not stored refs pending

Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies

Giuseppe Nicosia, Jon Timmis, Varun Ojha

arxiv:2207.04820 v1 · 2022-07-11 · cs.NE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WI635IVZDXIH7NHSR4ITVFN3B2}

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.

Receipt and verification

First computed	2026-07-05T04:39:03.681669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b23dbea2b91dd07fb4f28f113a95bb0ea766bc9537edcea786f7ccfdf31ac1c6

Aliases

arxiv: 2207.04820 · arxiv_version: 2207.04820v1 · doi: 10.48550/arxiv.2207.04820 · pith_short_12: WI635IVZDXIH · pith_short_16: WI635IVZDXIH7NHS · pith_short_8: WI635IVZ

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/WI635IVZDXIH7NHSR4ITVFN3B2 \
  | 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: b23dbea2b91dd07fb4f28f113a95bb0ea766bc9537edcea786f7ccfdf31ac1c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a10a108e6d8553464bd40a1e59d8a1dd5f0fb017bf3229bf3d009e295d15ca4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-07-11T12:39:39Z",
    "title_canon_sha256": "17f359eb2633b248620237abe9f815336471928ca7dee2ecab2012f3c9a12097"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.04820",
    "kind": "arxiv",
    "version": 1
  }
}