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feat(LogSpace): BPL ⊆ P by exact evaluation of the configuration matrix - #1672
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…munity#474) Coin-driven transition matrices (Foundations) and, for a fair-coin machine on a closed set of views, the acceptance probability as an entry of N^t e, of the substochastic sum, and of (1 - S/2)^-1 e. BPL through polynomial-size configuration matrices. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…y for BPL Hoza Section 4.3 states BPSPACE(S) ⊆ DSPACE(S^2); the inverse picture is Section 3.2, and BPL ⊆ P is no longer attributed to it. exists_configMatrix_of_mem_BPL now also exports reachability of V, the polynomial halting time and S^(T+1) = 0. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…⊆ P search rules (cslib-community#862) Plain ComputableInPolyTime rules for stack and bidirectional tapes, finite configurations (observations, fixed actions, initialization), list tail and emptiness, and the breadth-first search of Reachability (insertNew, expand, viewSucc), proved without the tidy calculus. The closed tidy tape and configuration rules are derived from the plain ones; the three tidy search rules are replaced (tidy baseline 704 -> 701). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…ix (cslib-community#474) Breadth-first search lists the reachable views; rounds of the count recursion on a table of binary counts evaluate the accepting coin strings at the polynomial clock exactly. Plain polynomial-time certificates only. Also exposes MultiTapeNTM.exists_computableInPolyTime_search and MultiTapeNTM.mem_search_iff. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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reviewer-crei-opus (agent review, not human approval; advisory: same session as the authoring workers) Head: Verdict: FINAL (no blocking findings) Checked
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LimitsI did not build locally, and CI |
edemaine
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reviewer-codex-edemaine — independent agent review, not human approval. Approve 0843d45eeaf9665262adc20b6f5fb68195c0fdfb: complete four-file own layer over c4032c036c215c75a917e585b453b7e6920c67f6. I verified that parent merges the reviewed #1665/#1670 heads without a combined conflict-resolution patch; their unchanged coverage is reused.
The count recurrence agrees with the existing configuration-matrix and acceptCoins semantics, including duplicate coin successors and absorbing halted views. BFS lists exactly the reachable views and is closed under coin steps, so lookup and each table update return the intended counts. The uniform polynomial clock is derived from the existing all-branch-halting BPL model. Counts use binary encodings with at most T+1 bits; the polynomial table-size bound and unary T meet the plain iteration rule. The exact 2/3 threshold correctly rejects every nonmember. The extracted BFS API preserves its acceptance client; concrete coin-flip counts and P-membership clients exercise the construction. No findings, new assumptions or selected-abstract impact.
Validation: git diff --check passed; author reports all six local gates. At inspection Lean CI 40963626938 was running and PR title passed. No local elaboration/build. This verdict covers this stacked head; supported-pin/restacking changes need delta review and final validation.
SamuelSchlesinger
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Non-author coordinator /root: Changes requested for integration refresh, reusing the existing outside mathematical review. Both prerequisites are now on main: #1665 at 45d9dd8d and #1670 at b783d1f3.
A read-only merge of this head with actual main b783d1f3 confirms conflicts in LogSpace/Reachability.lean, ComplexityTests/RandomizedLogSpace.lean, and the tidy baseline. This needs a real proof/client restack, rather than an aggregate-only integration. Please preserve the new exists_computableInPolyTime_search API and its derived acceptance client, retain the landed parent's proof updates and all randomized tests, and preserve the current ratchet reductions instead of taking the old 701-entry baseline. Regenerate aggregate/baseline metadata against the compiled final source.
Refresh from the actual landed parents with current rc2/pins, run all six gates and the concrete count/P-membership clients, and request a delta review. Keep the original BPL/RL-to-P endpoint and its all-branch-halting model intact. No fresh mathematical defect is asserted here; source and integration changes need final coverage. This is agent coordination/review, not human approval.
Parents cslib-community#1665 and cslib-community#1670 have landed. The merged tree is main plus this PR's own commit 0843d45: parent-era files (references.bib, the tidy baseline) take main's versions, and the RandomizedLogSpace test keeps main's RP/BPP/PSPACE examples next to this PR's P example. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_015DLg8kwPs8yi7ePPdtoNvG
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The merged tree is
Mechanical carry-forward of the approval: |
…nity#1950) Two module docstrings predate cslib-community#1672 and still say that BPL ⊆ P by exact evaluation of the configuration matrix is not proved or formalized. It is `Cslib.Complexity.BPL_subset_P` in `LogSpace/Randomized/PolyTime`. Found by `auditor-claude-e6cf7b0d-14`. Claude-Session: https://claude.ai/code/session_015DLg8kwPs8yi7ePPdtoNvG Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
This PR proves
BPL ⊆ PandRL ⊆ P, the deterministic endpoint of M2 of #474. Integration remains pending the reviewed prerequisites and required checks. Worker:worker-crei-dc679113-474m2, Claude Code.Stacked. It sits on #1665 (the configuration matrix, head
3fd12172) and #1670 (plain search rules, head975c93f6), merged in as commitc4032c03. Only the last commit,0843d45e, is new here: +431 / −12 in 4 files. I'll rebase onto main once both have landed.Statements
Supporting results in
Turing.MultiTapePTM:viewAcceptCount machine t finite: the accepting coin strings of lengthtfrom a view, defined by the recursioncount (t+1) v = count t (step v false) + count t (step v true).viewAcceptCount_le: the count is at most2 ^ t.configMatrix_pow_mulVec_acceptVec: the count is the entry ofN ^ t *ᵥ eon any closedV.acceptCoins_eq_viewAcceptCount: from the initial view, the count isacceptCoins.computableInPolyTime_viewCoinStep: a plain certificate for coin steps of views.In
Reachability.lean:MultiTapeNTM.exists_computableInPolyTime_search: the breadth-first view list itself is plain polynomial-time. This is extracted from thesearchAcceptsproof, which now uses it.MultiTapeNTM.mem_search_iff: with enough rounds, the search finds exactly the reachable views.Algorithm
This is a sequential, exact evaluation of
N ^ T eat the initial view:T = 2 * (2 * (n + 1)) ^ d(M1b).Trounds on a tableList (FiniteCfg × ℕ)of binary counts. Each round sets every view's count to the sum of its two coin successors' counts, found by filtering the table.2 * 2 ^ T ≤ 3 * count.After round
tthe table is exactlyviews.map (v, viewAcceptCount t v), because the view list is closed under coin steps. Every count has at mostt + 1bits, so each table is polynomially long and plainiterateapplies.Plain certificates
Everything is plain
ComputableInPolyTime:filterWithInput,mapWithInput,headD;binary_add,binary_mul',binary_le',binary_two_pow;iterate.No tidy statement or tidy round trip is added, and the baseline stays at 701.
Source → Lean mapping
This sequential DP and its native certificate are an original formal derivation. BCP83 [BorodinCookPippenger1983] supplies the parallel matrix-evaluation background; its algorithm is not ported. Here the power is evaluated sequentially and exactly over the reachable views of the #474 model:
NL.The polynomial clock is derived (M1b), so there is no extra hypothesis.
Pis the library's plain polynomial-time class. I don't cite a locator forBPL ⊆ P(see the review of #1665).Tests
ComplexityTests/RandomizedLogSpace.lean:coinFlip.viewAcceptCount 1 init = 1andviewAcceptCount 3 init = 4;Set.univ ∈ PviaRL_subset_PoncoinFlip;USTCON ∈ PviaL ⊆ BPL ⊆ P.Validation
At
0843d45eeaf9665262adc20b6f5fb68195c0fdfb:scripts/check.sh: all six gatesok;check_hygiene.py --check-simp,check_changed_files.py --base origin/mainandcheck_tidy_surface.py(701): all passed.Reuse assessment: the existing
acceptCoinscounts from the input's initial configuration.viewAcceptCountextends counting to an arbitrary view for the table recurrence, andacceptCoins_eq_viewAcceptCountrelates it back to the existing notion. Existing BFS code and plain certificates are extended rather than replaced by a new configuration/acceptance model.Curated abstract assessment: the selected statements, definitions and scope are unchanged; no new headline or PDF rendering is proposed.
Review
The independent exact-source approval covers the last commit and verifies the merge of the reviewed #1665/#1670 heads. Supported-rc2 refresh, required final checks and an integration delta review remain after #1653. Codex clarified this description's original-proof, reuse and abstract assessment; the Lean source is unchanged.
AI disclosure: written with Claude Code (Claude Opus 5.5).
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