Mapping multiplicative to additive noise
- 1. Department of Mathematics, Imperial College London, 180 Queen's Gate, London SW7 2BZ (United Kingdom)
Description
The Langevin formulation of a number of well-known stochastic processes involves multiplicative noise. In this work we present a systematic mapping of a process with multiplicative noise to a related process with additive noise, which may often be easier to analyse. The mapping is easily understood in the example of the branching process. In a second example we study the random neighbour (or infinite range) contact process which is mapped to an Ornstein–Uhlenbeck process with absorbing wall. The present work might shed some light on absorbing state phase transitions in general, such as the role of conditional expectation values and finite size scaling, and elucidate the meaning of the noise amplitude. While we focus on the physical interpretation of the mapping, we also provide a mathematical derivation. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1751-8113/47/19/195001Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. A, Mathematical and Theoretical (Online)
- Journal Volume
- 47
- Journal Issue
- 19
- Journal Page Range
- [18 p.]
- ISSN
- 1751-8121
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 46032943
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- AMPLITUDES; BRANCHING RATIO; EXPECTATION VALUE; MAPPING; NOISE; PHASE TRANSFORMATIONS; RANDOMNESS; STOCHASTIC PROCESSES
- Descriptors DEC
- DIMENSIONLESS NUMBERS