Monotones in General Resource Theories
arXiv:1912.07085 · doi:10.32408/compositionality-5-7
Abstract
A central problem in the study of resource theories is to find functions that are nonincreasing under resource conversions - termed monotones - in order to quantify resourcefulness. Various constructions of monotones appear in many different concrete resource theories. How general are these constructions? What are the necessary conditions on a resource theory for a given construction to be applicable? To answer these questions, we introduce a broad scheme for constructing monotones. It involves finding an order-preserving map from the preorder of resources of interest to a distinct preorder for which nontrivial monotones are previously known or can be more easily constructed; these monotones are then pulled back through the map. In one of the two main classes we study, the preorder of resources is mapped to a preorder of sets of resources, where the order relation is set inclusion, such that monotones can be defined via maximizing or minimizing the value of a function within these sets. In the other class, the preorder of resources is mapped to a preorder of tuples of resources, and one pulls back monotones that measure the amount of distinguishability of the different elements of the tuple (hence its information content). Monotones based on contractions arise naturally in the latter class, and, more surprisingly, so do weight and robustness measures. In addition to capturing many standard monotone constructions, our scheme also suggests significant generalizations of these. In order to properly capture the breadth of applicability of our results, we present them within a novel abstract framework for resource theories in which the notion of composition is independent of the types of the resources involved (i.e., whether they are states, channels, combs, etc.).
47 pages, 4 figures. v3: Updated content thanks to anonymous reviewers. We added background material on resource theories via Ex. 8 & 9, as well as a table providing an overview of our monotone constructions in Appendix B
References in corpus (9)
- Quantum Circuits Architecture
- Extending Noether's theorem by quantifying the asymmetry of quantum states
- Measuring the quality of a quantum reference frame: the relative entropy of frameness
- The contextual fraction as a measure of contextuality
- The type-independent resource theory of local operations and shared randomness
- Resource theories of quantum channels and the universal role of resource erasure
- Optimal Extensions of Resource Measures and their Applications
- Weight of informativeness, state exclusion games and excludible information
- A Mathematical Framework for Transformations of Physical Processes
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