{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2022:ZNOAQ6OTD5AEMBBFQRJGVT5K6I","short_pith_number":"pith:ZNOAQ6OT","schema_version":"1.0","canonical_sha256":"cb5c0879d31f4046042584526acfaaf230dfea2a586dd887786c6dbb713e4aa4","source":{"kind":"arxiv","id":"2211.02169","version":2},"attestation_state":"computed","paper":{"title":"Leveraging Decision Diagrams to Solve Two-stage Stochastic Programs with Binary Recourse and Logical Linking Constraints","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"math.OC","authors_text":"Merve Bodur, Moira MacNeil","submitted_at":"2022-11-03T22:50:04Z","abstract_excerpt":"Two-stage stochastic programs with binary recourse are challenging to solve and efficient solution methods for such problems have been limited. In this work, we generalize an existing binary decision diagram-based (BDD-based) approach of Lozano and Smith (Math. Program., 2018) to solve a special class of two-stage stochastic programs with binary recourse. In this setting, the first-stage decisions impact the second-stage constraints. Our modified problem extends the second-stage problem to a more general setting where logical expressions of the first-stage solutions enforce constraints in the "},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2211.02169","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2022-11-03T22:50:04Z","cross_cats_sorted":[],"title_canon_sha256":"af251aef39065527b6253b2ea6cfaad2dad7f507a1560f2392171f3803407620","abstract_canon_sha256":"11c01a5809ef6e7a644fba98f909c4f8f5ef145e01188b316dd90623701cb125"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:12:47.146473Z","signature_b64":"XrV0r2NzbuvIy9PX+LwH2TBmVR8lmfFH/6uni5y0NZEtQtirVWpHl8LOKo/QgUq0u5COVmQSOfxbm83t2eDsDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cb5c0879d31f4046042584526acfaaf230dfea2a586dd887786c6dbb713e4aa4","last_reissued_at":"2026-07-05T07:12:47.146000Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:12:47.146000Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Leveraging Decision Diagrams to Solve Two-stage Stochastic Programs with Binary Recourse and Logical Linking Constraints","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"math.OC","authors_text":"Merve Bodur, Moira MacNeil","submitted_at":"2022-11-03T22:50:04Z","abstract_excerpt":"Two-stage stochastic programs with binary recourse are challenging to solve and efficient solution methods for such problems have been limited. In this work, we generalize an existing binary decision diagram-based (BDD-based) approach of Lozano and Smith (Math. Program., 2018) to solve a special class of two-stage stochastic programs with binary recourse. In this setting, the first-stage decisions impact the second-stage constraints. Our modified problem extends the second-stage problem to a more general setting where logical expressions of the first-stage solutions enforce constraints in the "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.02169","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2211.02169/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2211.02169","created_at":"2026-07-05T07:12:47.146055+00:00"},{"alias_kind":"arxiv_version","alias_value":"2211.02169v2","created_at":"2026-07-05T07:12:47.146055+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.02169","created_at":"2026-07-05T07:12:47.146055+00:00"},{"alias_kind":"pith_short_12","alias_value":"ZNOAQ6OTD5AE","created_at":"2026-07-05T07:12:47.146055+00:00"},{"alias_kind":"pith_short_16","alias_value":"ZNOAQ6OTD5AEMBBF","created_at":"2026-07-05T07:12:47.146055+00:00"},{"alias_kind":"pith_short_8","alias_value":"ZNOAQ6OT","created_at":"2026-07-05T07:12:47.146055+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I","json":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I.json","graph_json":"https://pith.science/api/pith-number/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/graph.json","events_json":"https://pith.science/api/pith-number/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/events.json","paper":"https://pith.science/paper/ZNOAQ6OT"},"agent_actions":{"view_html":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I","download_json":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I.json","view_paper":"https://pith.science/paper/ZNOAQ6OT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2211.02169&json=true","fetch_graph":"https://pith.science/api/pith-number/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/graph.json","fetch_events":"https://pith.science/api/pith-number/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/action/storage_attestation","attest_author":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/action/author_attestation","sign_citation":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/action/citation_signature","submit_replication":"https://pith.science/pith/ZNOAQ6OTD5AEMBBFQRJGVT5K6I/action/replication_record"}},"created_at":"2026-07-05T07:12:47.146055+00:00","updated_at":"2026-07-05T07:12:47.146055+00:00"}