Pith Number

pith:GSEE74DG

pith:2022:GSEE74DG3273NQUQ4FKKWFPMXI

not attested not anchored not stored refs pending

Consensus-Based Optimization for Multi-Objective Problems: A Multi-Swarm Approach

Claudia Totzeck, Kathrin Klamroth, Michael Stiglmayr

arxiv:2211.15737 v1 · 2022-11-28 · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSEE74DG3273NQUQ4FKKWFPMXI}

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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.

Cited by

1 paper in Pith

Consensus-Based Optimization with Truncated Noise

Receipt and verification

First computed	2026-07-05T05:20:17.542909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34884ff066debfb6c290e154ab15ecba2f7c07a6ecbcc5ab4197036803258072

Aliases

arxiv: 2211.15737 · arxiv_version: 2211.15737v1 · doi: 10.48550/arxiv.2211.15737 · pith_short_12: GSEE74DG3273 · pith_short_16: GSEE74DG3273NQUQ · pith_short_8: GSEE74DG

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/GSEE74DG3273NQUQ4FKKWFPMXI \
  | 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: 34884ff066debfb6c290e154ab15ecba2f7c07a6ecbcc5ab4197036803258072

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0593e5b44a30eee668f1cda02fe0e073a6f63c52e1b45583acad784f39a681f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-11-28T19:36:55Z",
    "title_canon_sha256": "751b12c4dec0171c80a40e2bb64f2bc51ed345436f7c316a9ecc5c3a672a4a80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15737",
    "kind": "arxiv",
    "version": 1
  }
}