{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:GYJASPOYMZ3NNBLJPIKSTQL65P","short_pith_number":"pith:GYJASPOY","canonical_record":{"source":{"id":"1606.05551","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2016-06-17T15:06:35Z","cross_cats_sorted":["q-bio.PE"],"title_canon_sha256":"c7a7ce6d0f00f1fd6be48dc0b7f035da6a6e705b5a74ced842c676ce8850114c","abstract_canon_sha256":"eda6ccff8c3448f869b12f038e36b96bbafe50ecff48890e0389a4dbf3ebcdf6"},"schema_version":"1.0"},"canonical_sha256":"3612093dd86676d685697a1529c17eebff8f7f1ce0abf09977305d1b847e401e","source":{"kind":"arxiv","id":"1606.05551","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1606.05551","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"arxiv_version","alias_value":"1606.05551v1","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1606.05551","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"pith_short_12","alias_value":"GYJASPOYMZ3N","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"GYJASPOYMZ3NNBLJ","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"GYJASPOY","created_at":"2026-05-18T12:30:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:GYJASPOYMZ3NNBLJPIKSTQL65P","target":"record","payload":{"canonical_record":{"source":{"id":"1606.05551","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2016-06-17T15:06:35Z","cross_cats_sorted":["q-bio.PE"],"title_canon_sha256":"c7a7ce6d0f00f1fd6be48dc0b7f035da6a6e705b5a74ced842c676ce8850114c","abstract_canon_sha256":"eda6ccff8c3448f869b12f038e36b96bbafe50ecff48890e0389a4dbf3ebcdf6"},"schema_version":"1.0"},"canonical_sha256":"3612093dd86676d685697a1529c17eebff8f7f1ce0abf09977305d1b847e401e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:12:19.427064Z","signature_b64":"qKixPjEebW1y3S5HhUH9M2rFo9ESXIP/PVeOHYQsXCq6Yp72nM0WWRdhB//TTppyYslKm9L9nDjAx9uH4NxsAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3612093dd86676d685697a1529c17eebff8f7f1ce0abf09977305d1b847e401e","last_reissued_at":"2026-05-18T01:12:19.426700Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:12:19.426700Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1606.05551","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:12:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jUF+u8DaHi7gu26WI201JdcAPPcFscdmjKv77E0jNjPSy9GVaJKIQckjo6InP+Q0Fw4hBM0geoI8K7yYk2tUBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T08:06:56.364528Z"},"content_sha256":"bb519f9a61d0345c898a9ebe7a806245e7da53f18aa9bcc96253d18e479e780b","schema_version":"1.0","event_id":"sha256:bb519f9a61d0345c898a9ebe7a806245e7da53f18aa9bcc96253d18e479e780b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:GYJASPOYMZ3NNBLJPIKSTQL65P","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Self-adaptation of Mutation Rates in Non-elitist Populations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-bio.PE"],"primary_cat":"cs.NE","authors_text":"Duc-Cuong Dang, Per Kristian Lehre","submitted_at":"2016-06-17T15:06:35Z","abstract_excerpt":"The runtime of evolutionary algorithms (EAs) depends critically on their parameter settings, which are often problem-specific. Automated schemes for parameter tuning have been developed to alleviate the high costs of manual parameter tuning. Experimental results indicate that self-adaptation, where parameter settings are encoded in the genomes of individuals, can be effective in continuous optimisation. However, results in discrete optimisation have been less conclusive. Furthermore, a rigorous runtime analysis that explains how self-adaptation can lead to asymptotic speedups has been missing."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1606.05551","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:12:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BGKB4hZ8nufX4iEjKrb7e/8u9g4uhmyXkzx1H2bySSegDQaDOASqEZz5ZwRQhcsiiFZjsm2I6dtFoN9gbC88DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-28T08:06:56.364877Z"},"content_sha256":"5d54983ea61f2e6e8069f93ee037ac0ec51d8531b0db70bd1ad1bb4b7af5d2fb","schema_version":"1.0","event_id":"sha256:5d54983ea61f2e6e8069f93ee037ac0ec51d8531b0db70bd1ad1bb4b7af5d2fb"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/bundle.json","state_url":"https://pith.science/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-28T08:06:56Z","links":{"resolver":"https://pith.science/pith/GYJASPOYMZ3NNBLJPIKSTQL65P","bundle":"https://pith.science/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/bundle.json","state":"https://pith.science/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GYJASPOYMZ3NNBLJPIKSTQL65P/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:GYJASPOYMZ3NNBLJPIKSTQL65P","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"eda6ccff8c3448f869b12f038e36b96bbafe50ecff48890e0389a4dbf3ebcdf6","cross_cats_sorted":["q-bio.PE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2016-06-17T15:06:35Z","title_canon_sha256":"c7a7ce6d0f00f1fd6be48dc0b7f035da6a6e705b5a74ced842c676ce8850114c"},"schema_version":"1.0","source":{"id":"1606.05551","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1606.05551","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"arxiv_version","alias_value":"1606.05551v1","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1606.05551","created_at":"2026-05-18T01:12:19Z"},{"alias_kind":"pith_short_12","alias_value":"GYJASPOYMZ3N","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"GYJASPOYMZ3NNBLJ","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"GYJASPOY","created_at":"2026-05-18T12:30:19Z"}],"graph_snapshots":[{"event_id":"sha256:5d54983ea61f2e6e8069f93ee037ac0ec51d8531b0db70bd1ad1bb4b7af5d2fb","target":"graph","created_at":"2026-05-18T01:12:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"The runtime of evolutionary algorithms (EAs) depends critically on their parameter settings, which are often problem-specific. Automated schemes for parameter tuning have been developed to alleviate the high costs of manual parameter tuning. Experimental results indicate that self-adaptation, where parameter settings are encoded in the genomes of individuals, can be effective in continuous optimisation. However, results in discrete optimisation have been less conclusive. Furthermore, a rigorous runtime analysis that explains how self-adaptation can lead to asymptotic speedups has been missing.","authors_text":"Duc-Cuong Dang, Per Kristian Lehre","cross_cats":["q-bio.PE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2016-06-17T15:06:35Z","title":"Self-adaptation of Mutation Rates in Non-elitist Populations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1606.05551","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:bb519f9a61d0345c898a9ebe7a806245e7da53f18aa9bcc96253d18e479e780b","target":"record","created_at":"2026-05-18T01:12:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"eda6ccff8c3448f869b12f038e36b96bbafe50ecff48890e0389a4dbf3ebcdf6","cross_cats_sorted":["q-bio.PE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NE","submitted_at":"2016-06-17T15:06:35Z","title_canon_sha256":"c7a7ce6d0f00f1fd6be48dc0b7f035da6a6e705b5a74ced842c676ce8850114c"},"schema_version":"1.0","source":{"id":"1606.05551","kind":"arxiv","version":1}},"canonical_sha256":"3612093dd86676d685697a1529c17eebff8f7f1ce0abf09977305d1b847e401e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3612093dd86676d685697a1529c17eebff8f7f1ce0abf09977305d1b847e401e","first_computed_at":"2026-05-18T01:12:19.426700Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:12:19.426700Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qKixPjEebW1y3S5HhUH9M2rFo9ESXIP/PVeOHYQsXCq6Yp72nM0WWRdhB//TTppyYslKm9L9nDjAx9uH4NxsAw==","signature_status":"signed_v1","signed_at":"2026-05-18T01:12:19.427064Z","signed_message":"canonical_sha256_bytes"},"source_id":"1606.05551","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bb519f9a61d0345c898a9ebe7a806245e7da53f18aa9bcc96253d18e479e780b","sha256:5d54983ea61f2e6e8069f93ee037ac0ec51d8531b0db70bd1ad1bb4b7af5d2fb"],"state_sha256":"a48b9079a856062f47a6a820dce8ac6fad959f6f0ccdba20078aa6075649054c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BzPe6v8MhhqPgNxXfdti1Jb+6TTqAqMtVtQlbo88Gm/KHTNLTk0HexAmM2rluu0mfI/LdfUo+ffOCGQrxOQ/AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-28T08:06:56.366827Z","bundle_sha256":"997cfb56ce93759d568988a629062c6d93cda7879319f8dceb481573017b961c"}}