Pith Number

pith:WGT4KOUT

pith:2025:WGT4KOUTNG26ISQYNHCK5OC6R5

not attested not anchored not stored refs pending

Micro-Macro Decomposition of Particle Swarm Optimization Methods

Michael Herty, Sara Veneruso

arxiv:2501.10306 v3 · 2025-01-17 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGT4KOUTNG26ISQYNHCK5OC6R5}

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

Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies

Receipt and verification

First computed	2026-07-05T11:56:43.350020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1a7c53a9369b5e44a1869c4aeb85e8f4b2f922e1a431653ba3998585079c0f7

Aliases

arxiv: 2501.10306 · arxiv_version: 2501.10306v3 · doi: 10.48550/arxiv.2501.10306 · pith_short_12: WGT4KOUTNG26 · pith_short_16: WGT4KOUTNG26ISQY · pith_short_8: WGT4KOUT

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/WGT4KOUTNG26ISQYNHCK5OC6R5 \
  | 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: b1a7c53a9369b5e44a1869c4aeb85e8f4b2f922e1a431653ba3998585079c0f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0287d4992f26fdbc009126a92533ed68588f67d4e37149741057b4b829e10b54",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-01-17T16:59:08Z",
    "title_canon_sha256": "debf8c5f9b2e1666af6cbce68ebb742723efecc4d483657cf0bcb47983ea756f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10306",
    "kind": "arxiv",
    "version": 3
  }
}