140411 - Quantum channel simulation of phylogenetic branching models - ArXiv.pdf (203.73 kB)
Download fileQuantum channel simulation of phylogenetic branching models
Quantum channel simulations constructing probability tensors for biological multi-taxa in phylogenetics are proposed. These are given in terms of positive trace preserving maps (quantum channels), operating on quantum density matrices, using evolving systems of quantum walks with multiple walkers. Simulation of a variety of standard phylogenetic branching models, applying on trees of various topologies, is constructed using appropriate decoherent quantum circuits. For the sequences of biological characters so modelled, quantum simulations of statistical inference for them are constructed, given appropriate aligned molecular sequence data. This is achieved by the introduction of a quantum pruning map, operating on likelihood operator observables, utilizing state-observable duality and quantum measurement theory. More general stategies for related quantum simulation targets are also discussed.
Funding
Australian Research Council
History
Publication title
Journal of Physics A: Mathematical and TheoreticalVolume
52Issue
11Article number
115601Number
115601Pagination
1-11ISSN
1751-8113Department/School
School of Natural SciencesPublisher
Institute of Physics Publishing Ltd.Place of publication
United KingdomRights statement
Copyright 2019 IOP Publishing Ltd.Repository Status
- Open