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Bayesian Tabu Search/Evidence
Method evidence record

Bayesian Tabu Search

Bayesian Tabu Search (BTS) is a hybrid metaheuristic that couples the memory-based forbidden-move mechanism of classic Tabu Search with a Bayesian probabilistic model. The Bayesian component learns from past evaluations to score candidate moves, focusing the search on promising regions while the tabu list prevents cycling. This combination reduces wasted function evaluations in expensive combinatorial and continuous optimization problems.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Bayesian Tabu Search — Probabilistic guidance integrated with memory-based local search
Taxonomic method record · process-pipeline / simulation
  • Glover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. · DOI 10.1287/ijoc.1.3.190
  • Bergstra, J., Bardenet, R., Bengio, Y., Kegl, B. (2011). Algorithms for hyper-parameter optimization. Advances in Neural Information Processing Systems (NIPS), 24, 2546–2554. · URL
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Claims persisted in the evidence ledger, each with its own assessment.

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketBayesian Genetic Algorithmmachine-suggested · Relational suggestion, not evidence.Same method familyBayesian Optimizationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Simulated Annealingmachine-suggested · Relational suggestion, not evidence.Same method familySimulated Annealingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketStochastic Tabu Searchmachine-suggested · Relational suggestion, not evidence.Same method familyTabu Searchmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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