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Deterministic Particle Swarm Optimization/Evidence
Method evidence record

Deterministic Particle Swarm Optimization

Deterministic Particle Swarm Optimization (DPSO) removes the stochastic random coefficients from classical PSO, replacing them with fixed cognitive and social acceleration parameters. Particles move through the search space following fully predictable trajectories, enabling reproducible convergence analysis and guaranteed termination behavior in continuous and combinatorial 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.

Deterministic Particle Swarm Optimization (DPSO)
Taxonomic method record · process-pipeline / simulation
  • Kennedy, J., Eberhart, R. (1995). Particle swarm optimization. Proceedings of ICNN'95 — International Conference on Neural Networks, vol. 4, pp. 1942–1948. IEEE. · DOI 10.1109/ICNN.1995.488968
  • Clerc, M., Kennedy, J. (2002). The particle swarm — explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6(1), 58–73. · DOI 10.1109/4235.985692
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Curated claims

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.

Same method familyAnt Colony Optimizationmachine-suggested · Relational suggestion, not evidence.Same method familyGenetic Algorithmmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMulti-objective particle swarm optimizationmachine-suggested · Relational suggestion, not evidence.Same method familyParticle Swarm Optimizationmachine-suggested · Relational suggestion, not evidence.Same method familySimulated Annealingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketStochastic Particle Swarm Optimizationmachine-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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