Pith Number

pith:G4B3EHWA

pith:2024:G4B3EHWA3MBLI24JAWGW6F5PSO

not attested not anchored not stored refs pending

A multiscale Consensus-Based algorithm for multi-level optimization

Dante Kalise, Hicham Kouhkouh, Michael Herty, Yuyang Huang

arxiv:2407.09257 v2 · 2024-07-12 · 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{G4B3EHWA3MBLI24JAWGW6F5PSO}

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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

CB$^2$O: Consensus-Based Bi-Level Optimization

Receipt and verification

First computed	2026-07-05T11:24:05.049182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3703b21ec0db02b46b89058d6f17af93a06ee33253d30e7ea1b7c1c083364abf

Aliases

arxiv: 2407.09257 · arxiv_version: 2407.09257v2 · doi: 10.48550/arxiv.2407.09257 · pith_short_12: G4B3EHWA3MBL · pith_short_16: G4B3EHWA3MBLI24J · pith_short_8: G4B3EHWA

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/G4B3EHWA3MBLI24JAWGW6F5PSO \
  | 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: 3703b21ec0db02b46b89058d6f17af93a06ee33253d30e7ea1b7c1c083364abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "795f0d339509125dd66b6fdcc72c3dc9ac69bf5f94d3667c6719275679a5e34f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-07-12T13:38:46Z",
    "title_canon_sha256": "2cb3dd7990c8748c309a2337f2eafb91924d42fe56f29c09a1642be6d6600d0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09257",
    "kind": "arxiv",
    "version": 2
  }
}