OPTIMIZATION APPARATUS, OPTIMIZATION METHOD, AND PROGRAM
To perform optimization processing of parameters with various structures without having to manually redesign processing contents of encoding and decoding. An evaluation step of obtaining an evaluated value representing an evaluation result of signal processing using a first signal processing parameter value that is a signal processing parameter; a coding step of converting, based on at least a definition file that defines an attribute of the signal processing parameter, the first signal processing parameter value into a first external parameter value that is an external parameter; a generation step of generating a second external parameter value that is the external parameter of which a value differs from the first external parameter value based on the evaluated value and the first external parameter value; and a decoding step of converting, based on the definition file, the second external parameter value into a second signal processing parameter value that is the signal processing parameter are executed.
1 . An optimization apparatus, comprising processing circuitry configured to implement:
an evaluating unit which obtains an evaluated value representing an evaluation result of signal processing using a first signal processing parameter value that is a signal processing parameter;
a coding unit which converts, based on at least a definition file that defines an attribute of the signal processing parameter, the first signal processing parameter value into a first external parameter value that is an external parameter;
a generating unit which generates a second external parameter value that is the external parameter of which a value differs from the first external parameter value based on the evaluated value and the first external parameter value; and
a decoding unit which converts, based on the definition file, the second external parameter value into a second signal processing parameter value that is the signal processing parameter.
2 . The optimization apparatus according to claim 1 , wherein
the external parameter is a parameter that is optimizable by a metaheuristic method determined in advance.
3 . The optimization apparatus according to claim 1 , wherein
the optimization apparatus sets the second signal processing parameter value obtained by the decoding unit as the new first signal processing parameter value, and executes processing of the evaluating unit, processing of the coding unit, processing of the generating unit, and processing of the decoding unit once again.
4 . The optimization apparatus according to claim 3 , further comprising an optimization progress storage unit which accumulates the evaluated value of the signal processing using the first signal processing parameter value, wherein
the generating unit generates the second external parameter value based on the evaluated value accumulated in the optimization progress storage unit.
5 . The optimization apparatus according to claim 4 , wherein the optimization progress storage unit either associates information corresponding to the number of iterations of processing by the evaluating unit, identification information corresponding to the first signal processing parameter value used in the processing by the evaluating unit, and the evaluated value representing an evaluation result of the signal processing using the first signal processing parameter value with each other and accumulates the same or associates identification information which corresponds to the first signal processing parameter value used in processing by the evaluating unit and which includes information representing the number of iterations of the processing by the evaluating unit and the evaluated value representing an evaluation result of the signal processing using the first signal processing parameter value with each other and accumulates the same.
6 . The optimization apparatus according to claim 4 , wherein
the optimization apparatus executes processing of the evaluating unit, processing of the coding unit, processing of the generating unit, and processing of the decoding unit using the evaluated value accumulated in the optimization progress storage unit.
7 . An optimization method, comprising:
an evaluation step in which an evaluating unit obtains an evaluated value representing an evaluation result of signal processing using a first signal processing parameter value that is a signal processing parameter;
a coding step in which a coding unit converts, based on at least a definition file that defines an attribute of the signal processing parameter, the first signal processing parameter value into a first external parameter value that is an external parameter;
a generation step in which a generating unit generates a second external parameter value that is the external parameter of which a value differs from the first external parameter value based on the evaluated value and the first external parameter value; and
a decoding step in which a decoding unit converts, based on the definition file, the second external parameter value into a second signal processing parameter value that is the signal processing parameter.
8 . A non-transitory computer-readable recording medium storing a program for causing a computer to function as the optimization apparatus according to claim 1 .