Abstract:
A recording medium stores a program for causing a computer to execute processing including: determining priority of a state to be used at a time of making an action for a first agent; selecting a true value or an alternative value as a value to be input to a first policy parameter according to the priority of the state; determining a first degree of influence on a constraint condition of the first agent and a third degree of influence on system-wide constraint conditions based on a second degree of influence by a second policy parameter updated by a second agent in a previous order in an update order according to a predetermined update order by using the first policy parameter; and determining a range of a policy parameter that satisfies the constraint condition according to the first degree of influence and the third degree of influence.
Abstract:
An information processing apparatus determines a group, which includes at least two nodes, based on similarity between a plurality of first behavior sets using node information which indicates the plurality of first behavior sets corresponding to the plurality of nodes. The information processing apparatus assigns a second behavior set to the group. The information processing apparatus calculates an evaluation value for each behavior included in the second behavior set without calculating evaluation values for behaviors included in the at least two first behavior sets corresponding to the at least two nodes. The information processing apparatus calculates a probability distribution of the behaviors included in the second behavior set based on the evaluation values.
Abstract:
An information processing apparatus generates a data set including a plurality of records each of which indicates one out of a plurality of behaviors. The information processing apparatus calculates a first evaluation value for a first behavior that appears in the data set, based on a distribution of appearance frequency of first behaviors in the data set. The information processing apparatus updates at least a part of the records so that the appearance frequency of a first behavior whose first evaluation value exceeds a threshold increases. The information processing apparatus calculates a second evaluation value for a second behavior that appears in the updated data set based on a distribution of the appearance frequency of second behaviors in the updated data set.
Abstract:
A non-transitory computer-readable recording medium stores a program for causing a computer to execute a process, the process includes in a case of calculating an equilibrium solution of selection probabilities of a plurality of strategies using replicator dynamics, calculating a differential value of a calculation result based on the replicator dynamics using, as an input, respective selection probabilities of the plurality of strategies and respective gains when a game is performed with the respective selection probabilities, and adjusting the respective selection probabilities after elapse of a predetermined time based on the differential value.
Abstract:
A disclosed air conditioning control system includes an electronic apparatus including a heat generating component, a fan that supplies cooling air to the electronic apparatus, and a controlling unit that controls the number of rotations of the fan. The controlling unit controls the number of rotations of the fan by predicting a future temperature of the heat generating component, such that the temperature of the heat generating component lies within an allowable range, in a first case where a rate of rise in a consumed electric power of the electronic apparatus is smaller than a first threshold. In a second case where the rate of rise is equal to or larger than the first threshold, the controlling unit switches the control of the number of rotations of the fan to a control in which the number of rotations of the fan becomes larger than that in the first case.
Abstract:
A module-type data center includes: a casing including a first intake opening, a second intake opening, and an exhaust opening; an air conditioner provided in the casing and configured to generate a first airflow by taking in outside air through the first intake opening and bringing the outside air into direct contact with a refrigerant; a fan unit provided in the casing and configured to generate a second airflow by taking in the outside air through the second intake opening; and an electronic device provided in the casing and configured to be exposed to a mixed airflow of the first airflow and the second airflow and release an exhaust airflow containing the mixed airflow to the exhaust opening. The first intake opening and the second intake opening are provided on the same surface of the casing.
Abstract:
A process includes obtaining, according to a predetermined update order of a policy parameter of each agent, a degree of influence on a constraint specific to a first agent and a degree of influence on a system-wide constraint in which a degree of influence by an updated policy parameter of a second agent previous to the first agent in the update order is shared, and in a case where an update width of the policy parameter of the first agent exists in both ranges respectively determined depending on the degree of influence on the constraint specific to the first agent and the degree of influence on the system-wide constraint, updating the policy parameter of the first agent and causing the degree of influence on the system-wide constraints by the updated policy parameter to be shared with a third agent next to the first agent in the update order.
Abstract:
A non-transitory computer-readable recording medium storing a machine learning program for causing a computer to execute a process, the process includes obtaining training data that includes shape information of a heat sink that serves as an explanatory variable and heat distribution information of the heat sink that serves as an objective variable, and executing, based on the training data, machine learning of a machine learning model according to a loss function that includes an expression that constrains a temperature relationship of a plurality of positions in the heat sink.
Abstract:
A recording medium stores an information processing program causing a computer to execute a process including: acquiring a first order quantity from an order receiving side to an ordering side and a first profit amount distributed from the order receiving side to the ordering side, calculated by using a first parameter including first confidential information; acquiring a second order quantity from the order receiving side to the ordering side and a second profit amount distributed from the order receiving side to the ordering side, calculated by using a second parameter including second confidential information; calculating a first penalty based on the first order quantity, the first profit amount, the second order quantity, and the second profit amount; notifying the order receiving side to calculate the first order quantity and the first profit amount; and notifying the ordering side to calculate the second order quantity and the second profit amount.
Abstract:
A non-transitory computer-readable recording medium stores a program for causing a computer to execute a process, the process includes generating a plurality of causal relationship candidates each including a pair of a first answer candidate to each of at least some of first questions and a second answer candidate to one of second questions based on questionnaire result data, and searching for a solution of a combinatorial optimization problem that minimizes or maximizes a value of an objective function of which the value changes according to causal relationship candidates to be combined, under a constraint condition such that a predetermined ratio of respondents or more of the plurality of respondents have answers that are same as the pair of the first answer candidate and the second answer candidate of any one of the causal relationship candidates to be combined.