Pith Number

pith:P5OZFQS5

pith:2024:P5OZFQS5KJ4FV6VTMM5Y7F6RJX

not attested not anchored not stored refs pending

Problem-Driven Scenario Reduction and Scenario Approximation for Robust Optimization

Jamie Fairbrother, Marc Goerigk, Mohammad Khosravi

arxiv:2410.08863 v1 · 2024-10-11 · 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{P5OZFQS5KJ4FV6VTMM5Y7F6RJX}

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

Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty

Receipt and verification

First computed	2026-07-05T09:19:18.754983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f5d92c25d52785afab3633b8f97d14dcfd6e3c454da78822eab911a6df36036

Aliases

arxiv: 2410.08863 · arxiv_version: 2410.08863v1 · doi: 10.48550/arxiv.2410.08863 · pith_short_12: P5OZFQS5KJ4F · pith_short_16: P5OZFQS5KJ4FV6VT · pith_short_8: P5OZFQS5

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/P5OZFQS5KJ4FV6VTMM5Y7F6RJX \
  | 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: 7f5d92c25d52785afab3633b8f97d14dcfd6e3c454da78822eab911a6df36036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bee229ebdafdf36afb8368ed148bf14d88f674fc139d99236e1cdd5c5262ce01",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-10-11T14:42:57Z",
    "title_canon_sha256": "d1b5829d52a23844f1a84c7f8ca4787af025d29f43a5117f917aa671a2d1ee81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08863",
    "kind": "arxiv",
    "version": 1
  }
}