Abstract: A plant operating condition setting support system for supporting the setting of an operating condition of a plant that performs a process formed by devices includes: control devices that subject controlled devices to feedback control respectively; and an operating condition setting support device that provides integrated support for the setting of the control devices, which perform feedback control tasks respectively and independently. The operating condition setting support device includes: a measured value multiple acquisition unit that acquires measured values indicating states of the controlled devices, respectively; and a control device adjustment parameter determination unit that determines, based on the measured values acquired, control device adjustment parameters used by each of the control devices to determine manipulation variables for control that should be input to the controlled devices, according to a policy learned by deep reinforcement learning.

Abstract: Provided is a quantum circuit for solving a problem in a partially observable Markov decision process, which includes a plurality of first unitary gates U0, U1, ..., Uq applied to an initial state including n qubits in order, and a plurality of second unitary gates ?0, ?1, ..., aq+1 applied to one qubit in a |0>state in order, wherein Uq is controlled by a qubit output from ?q, and after computation by the first unitary gates and the second unitary gates is performed, the states of the n qubits are observed to confirm the state of each qubit in order to set a final state.

Abstract: The purpose of the present invention is to provide an information processing device capable of executing a quantum program, including: a support vector decision unit that decides a support vector from among a plurality of pieces of teacher data; and a classification execution unit that classifies target data into a plurality of classes on the basis of the support vector, wherein the classification execution unit classifies the target data on the basis of results of time evolution computation of an energy level in the case where the target data is treated as an Ising model.

Abstract: A computer system is configured to extend processing executable by a quantum computer in a hybrid system of a classical computer and the quantum computer. The classical computer includes an extraction unit, a generation unit, and a synthesis unit, and the quantum computer includes a control unit and a quantum unit, where the extraction unit extracts a plurality of first element groups as a set of first elements, the generation unit generates parameters based on a first element contained in a corresponding first element group, the control unit controls the quantum unit to cause the quantum unit to execute a quantum computation algorithm on each of the plurality of first element groups based on the parameters and corresponding feature data, and the synthesis unit synthesizes the execution results of the quantum computation algorithm by the quantum unit for each of the plurality of first element groups.

Abstract: A plant operating condition setting support system for supporting the setting of an operating condition of a plant that performs a process formed by devices includes: control devices that subject controlled devices to feedback control respectively; and an operating condition setting support device that provides integrated support for the setting of the control devices, which perform feedback control tasks respectively and independently. The operating condition setting support device includes: a measured value multiple acquisition unit that acquires measured values indicating states of the controlled devices, respectively; and a control device adjustment parameter determination unit that determines, based on the measured values acquired, control device adjustment parameters used by each of the control devices to determine manipulation variables for control that should be input to the controlled devices, according to a policy learned by deep reinforcement learning.

Abstract: Improved convenience and simplified web page management and updating.