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New Breed Stochastic Hybrid Computers

It is very likely that the basic principle of the future computing devices operation will be asynchronous work of a number of parallel processes. One of the processes can be a quantum bit or a register of a classical computer. At specific moments of time stepwise changes will take place in the evolution of the essential processes. Usually such changes are caused by restrictions imposed on resources and the necessity to redistribute resources between the processes. When describing the mathematical model of such new devices we cannot use the rough digitalized approximation, because the majority of real physical processes have fundamentally non-linear nature. That is why small inaccuracy in the initial conditions even for the short periods of time may lead to significant dispersion of the trajectory. This makes for the necessity to study the new type of computers as stochastic hybrid systems
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