Pith Number

pith:E2AZYUHI

pith:2019:E2AZYUHIHZVONCWMJXGJKU5DT4

not attested not anchored not stored refs pending

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

Cheng He, Kay Chen Tan, Ran Cheng, Shihua Huang, Yaochu Jin

arxiv:1910.04966 v2 · 2019-10-11 · cs.NE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2AZYUHIHZVONCWMJXGJKU5DT4}

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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

Multi-objective Deep Learning: Taxonomy and Survey of the State of the Art

Receipt and verification

First computed	2026-07-05T01:01:36.185842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26819c50e83e6ae68acc4dcc9553a39f30d4e61857782110afd0d19a2e2fa4b8

Aliases

arxiv: 1910.04966 · arxiv_version: 1910.04966v2 · doi: 10.48550/arxiv.1910.04966 · pith_short_12: E2AZYUHIHZVO · pith_short_16: E2AZYUHIHZVONCWM · pith_short_8: E2AZYUHI

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/E2AZYUHIHZVONCWMJXGJKU5DT4 \
  | 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: 26819c50e83e6ae68acc4dcc9553a39f30d4e61857782110afd0d19a2e2fa4b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b872a17fac313f41c1a57efc492e35d26c06eb6d92b3e52066c2e10b8a057e9c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-10-11T04:28:41Z",
    "title_canon_sha256": "7c31a7f2f67246657ee687e8ca512a0efc03dc9dda3fa88c66534a6187bf03d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.04966",
    "kind": "arxiv",
    "version": 2
  }
}