Pith Number

pith:ZV3BEOGU

pith:2024:ZV3BEOGU62VUB36U4MCGUV32CJ

not attested not anchored not stored refs pending

R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm

Alice E. Smith, Damien Coyle, Debbie Rankin, Farajollah Tahernezhad-Javazm, Naomi Du Bois

arxiv:2404.08161 v2 · 2024-04-11 · 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{ZV3BEOGU62VUB36U4MCGUV32CJ}

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

Meta-Black-Box Optimization with Ensemble Surrogate Modeling for Robustness-Accuracy Trade-off within SAEA

Receipt and verification

First computed	2026-07-05T08:08:57.698580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd761238d4f6ab40efd4e3046a577a1251b00ec0f5b32b26dba22ea8680aea33

Aliases

arxiv: 2404.08161 · arxiv_version: 2404.08161v2 · doi: 10.48550/arxiv.2404.08161 · pith_short_12: ZV3BEOGU62VU · pith_short_16: ZV3BEOGU62VUB36U · pith_short_8: ZV3BEOGU

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/ZV3BEOGU62VUB36U4MCGUV32CJ \
  | 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: cd761238d4f6ab40efd4e3046a577a1251b00ec0f5b32b26dba22ea8680aea33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d68a9abf6d47ac80f5511ad8f3cec372500dbb6d84ba5ab185d53d274000c85",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-04-11T23:50:30Z",
    "title_canon_sha256": "5f42f572652c2d9e5a54cbd47970f65d6138f28c2dd55d6a0ea2ca9c573b83b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08161",
    "kind": "arxiv",
    "version": 2
  }
}