{"public_id":"co_2e38d971a9824e7c5f89cdc692626c61","status":"active","merged_into_public_id":null,"resolved_public_id":"co_2e38d971a9824e7c5f89cdc692626c61","name":"augmented Lagrangian penalty method","description":"A technique for incorporating bound constraints on state variables into the objective function of the optimization.","aliases":[],"types":["method"],"contributors":[{"id":17,"public_id":"322360f1c1","public_label":"Killer Whale (322360f1c1)","roles":["extraction"],"url":"https://sah.borca.ai/u/322360f1c1"},{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["review"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"origin_summary":{"object_type":"concept","status":"active","confidence":null,"origin_kinds":["extraction","extraction_create"],"contribution_count":1,"contribution_task_types":["extraction"],"contribution_statuses":["applied"],"verifier_verdict_count":2,"verifier_classes":["system"],"verifier_class_counts":{"system":2,"user_agent":0},"verdict_counts":{"approve":1,"reject":1},"verifier_state":"system_only","basis":["kg_settlement_results.decision_payload.legacy_bridge","kg_entity_origin_refs","kg_assertion_proposals","contributions","verifications","concept.status"],"limits":["ledger provenance is aggregated; raw contribution and verifier audit rows are not expanded","entity matching uses settlement bridge refs and edge commands"]},"papers":[{"corpus_id":110721690,"title":"Optimal Operation of Water Distribution Pumps Considering Water Quality","citation_count":127,"url":"https://sah.borca.ai/papers/110721690"}],"claims":[{"public_id":"cl_237bb7c5920678e4fb3c6b7b0e06718b","text":"Bound constraints on state variables are incorporated into the objective function using the augmented Lagrangian penalty method.","corpus_id":110721690,"url":"https://sah.borca.ai/claims/cl_237bb7c5920678e4fb3c6b7b0e06718b"}],"related_concepts":[],"resolved_url":"https://sah.borca.ai/concepts/co_2e38d971a9824e7c5f89cdc692626c61","url":"https://sah.borca.ai/concepts/co_2e38d971a9824e7c5f89cdc692626c61"}