Pith Number

pith:XOBES2Y2

pith:2022:XOBES2Y2TKFKUJSUCOCMKAE6N5

not attested not anchored not stored refs pending

Two-Stage Robust Optimization with Decision Dependent Uncertainty

Bo Zeng, Wei Wang

arxiv:2203.16484 v1 · 2022-03-30 · 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{XOBES2Y2TKFKUJSUCOCMKAE6N5}

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

2 papers in Pith

Robust Strategic Classification under Decision-Dependent Cost Uncertainty

Robust Operation of Distribution Networks: Generalized Uncertainty Modelling in Confidence-Level-Based Information Gap Decision

Receipt and verification

First computed	2026-07-05T04:10:10.905303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb82496b1a9a8aaa26541384c5009e6f5a0b4b2f49a2bf147c8e4e85df99df5e

Aliases

arxiv: 2203.16484 · arxiv_version: 2203.16484v1 · doi: 10.48550/arxiv.2203.16484 · pith_short_12: XOBES2Y2TKFK · pith_short_16: XOBES2Y2TKFKUJSU · pith_short_8: XOBES2Y2

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/XOBES2Y2TKFKUJSUCOCMKAE6N5 \
  | 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: bb82496b1a9a8aaa26541384c5009e6f5a0b4b2f49a2bf147c8e4e85df99df5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82586896b830c6ae709470eee617b7512d269c1c8e2f8e81e7e3932b4f37add6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-03-30T17:24:16Z",
    "title_canon_sha256": "215ffb039ce75e476b67d260fb8fd25a3c107f7198fedf5f39c8f33b54d6e0fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.16484",
    "kind": "arxiv",
    "version": 1
  }
}