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    • 1. 发明授权
    • Evolutionary controlling system for motor
    • 电机进化控制系统
    • US06529816B1
    • 2003-03-04
    • US09370285
    • 1999-08-09
    • Masashi YamaguchiIchikai KamihiraHiroaki Takechi
    • Masashi YamaguchiIchikai KamihiraHiroaki Takechi
    • F02D4126
    • F02D11/105F02D41/1405F02D41/2429F02D41/2477F02D2041/1432F02D2200/702
    • In an output controlling method for controlling output of a driving power source or motor installed in a vehicle, the relationship between a primary output-controller, which is manipulated by the user, and a secondary output-controller, which directly operates the motor, is regulated by control parameter subjected to evolution by using evolutionary computing based on at least one of the following: the user's characteristics, driving conditions, environmental changes, and deterioration of the drive power source with time. The evolution is conducted on-line or on a real-time basis. The primary output-controller includes an acceleration pedal or grip, and the secondary output-controller includes a throttle valve for an internal combustion engine or a running current controller for an electric motor.
    • 在用于控制安装在车辆中的驱动电源或马达的输出的输出控制方法中,由用户操纵的主输出控制器与直接操作马达的二次输出控制器之间的关系是 通过使用基于以下至少一个的进化计算的受控演化的控制参数进行调节:用户的特征,驾驶条件,环境变化以及驱动电源随时间的劣化。 演变是在线或实时进行的。 主输出控制器包括加速踏板或手柄,二次输出控制器包括用于内燃机的节流阀或用于电动机的运行电流控制器。
    • 6. 发明授权
    • Evolutionary controlling system with behavioral simulation
    • 具有行为模拟的进化控制系统
    • US06324530B1
    • 2001-11-27
    • US09572823
    • 2000-05-16
    • Masashi YamaguchiIchikai Kamihira
    • Masashi YamaguchiIchikai Kamihira
    • G06F9445
    • F02D41/1401F02D41/1405F02D2041/1437G05B13/0265G06N3/126Y02T10/7258
    • An evolutionary control for a subject such as an engine installed in a vehicle is conducted by the steps of: selecting coefficients, as genes, affecting the control characteristics of the control system; creating plural control units as chromosomes, each being constituted by plural genes; expressing the genes of each chromosome as control characteristics by conducting behavioral simulation on each chromosome; selecting at least one chromosome from the created chromosomes based on the result of the behavioral simulation; and causing the at least one chromosome to evolve using a genetic algorithm, thereby obtaining control characteristics suitable for the user. In this method, the characteristics of the product can easily be adjusted after its purchase.
    • 通过以下步骤进行诸如安装在车辆中的发动机的对象的进化控制:选择影响控制系统的控制特性的作为基因的系数; 创建多个控制单位作为染色体,每个由多个基因构成; 通过对每个染色体进行行为模拟,将每个染色体的基因表达为对照特征; 基于行为模拟的结果从所创建的染色体中选择至少一条染色体; 并且使用遗传算法使所述至少一个染色体进化,从而获得适合于使用者的控制特征。 在这种方法中,产品的特点可以在购买后轻松调整。
    • 7. 发明授权
    • Evolutionary controlling system
    • 进化控制系统
    • US06324529B1
    • 2001-11-27
    • US09317905
    • 1999-05-24
    • Ichikai KamihiraMasashi Yamaguchi
    • Ichikai KamihiraMasashi Yamaguchi
    • G06F9445
    • G05B13/0265F02D41/1401F02D41/1405G05B13/027G06N3/086G06N3/126
    • An evolutionary control for a subject such as an engine installed in a vehicle is conducted by the steps of: selecting coefficients, as genes, affecting the control characteristics of the control system; creating plural control units as chromosomes, each being constituted by plural genes; expressing the genes of each chromosome as control characteristics by controlling the subject using the control system having the control characteristics; selecting at least one chromosome from the created chromosomes based on the control characteristics expressed by the genes in view of the user's preference; and causing the at least one chromosome to evolve using a genetic algorithm, thereby obtaining control characteristics suitable to the user. In this method, the characteristics of the product can effectively be adjusted after its purchase based on the user's preference.
    • 通过以下步骤进行诸如安装在车辆中的发动机的对象的进化控制:选择影响控制系统的控制特性的作为基因的系数; 创建多个控制单位作为染色体,每个由多个基因构成; 通过使用具有控制特征的控制系统控制受试者来表达每个染色体的基因作为控制特征; 根据用户偏好,基于由基因表达的控制特征,从所创建的染色体中选择至少一条染色体; 并使用遗传算法使所述至少一个染色体进化,从而获得适合于使用者的控制特征。 在这种方法中,产品的特点可以根据用户的喜好在采购后有效调整。
    • 8. 发明授权
    • Evolutionary control of machine based on user's preference inferred from user's operation
    • 根据用户操作推断出的用户偏好的机器进化控制
    • US06314412B1
    • 2001-11-06
    • US09159836
    • 1998-09-24
    • Masashi YamaguchiIchikai Kamihira
    • Masashi YamaguchiIchikai Kamihira
    • G06F1518
    • G05B13/027G05B13/0265G06N3/086
    • An evolutionary control for a subject such as an engine installed in a vehicle is conducted by the steps of: selecting coefficients, as genes, affecting the control characteristics of the control system; creating plural control units as chromosomes, each being constituted by plural genes; expressing the genes of each chromosome as control characteristics by controlling the subject using the control system having the control characteristics; selecting at least one chromosome from the created chromosomes based on the control characteristics expressed by the genes in view of the user's preference; and causing the at least one chromosome to evolve using a genetic algorithm, thereby obtaining control characteristics suitable to the user. In this method, the characteristics of the product can effectively be adjusted after its purchase based on the user's preference.
    • 通过以下步骤进行诸如安装在车辆中的发动机的对象的进化控制:选择影响控制系统的控制特性的作为基因的系数; 创建多个控制单位作为染色体,每个由多个基因构成; 通过使用具有控制特征的控制系统控制受试者来表达每个染色体的基因作为控制特征; 根据用户偏好,基于由基因表达的控制特征,从所创建的染色体中选择至少一条染色体; 并使用遗传算法使所述至少一个染色体进化,从而获得适合于使用者的控制特征。 在这种方法中,产品的特点可以根据用户的喜好在采购后有效调整。
    • 9. 发明授权
    • Evolutionary controlling system
    • 进化控制系统
    • US06304862B1
    • 2001-10-16
    • US09421843
    • 1999-10-20
    • Masashi YamaguchiIchikai Kamihira
    • Masashi YamaguchiIchikai Kamihira
    • G06F1518
    • G05B13/027F02D41/1401F02D41/1405G05B13/0265G06N3/126
    • An evolutionary control for a subject such as an engine installed in a vehicle is conducted by the steps of: selecting coefficients, as genes, affecting the control characteristics of the control system; creating plural control units as chromosomes, each being constituted by plural genes; expressing the genes of each chromosome as control characteristics by controlling the subject using the control system having the control characteristics; selecting at least one chromosome from the created chromosomes based on the control characteristics expressed by the genes in view of the user's preference; and causing the at least one chromosome to evolve using a genetic algorithm, thereby obtaining control characteristics suitable for the user. In this method, the characteristics of the product can effectively be adjusted after its purchase based on the user's preference.
    • 通过以下步骤进行诸如安装在车辆中的发动机的对象的进化控制:选择影响控制系统的控制特性的作为基因的系数; 创建多个控制单位作为染色体,每个由多个基因构成; 通过使用具有控制特征的控制系统控制受试者来表达每个染色体的基因作为控制特征; 根据用户偏好,基于由基因表达的控制特征,从所创建的染色体中选择至少一条染色体; 并且使用遗传算法使所述至少一个染色体进化,从而获得适合于使用者的控制特征。 在这种方法中,产品的特点可以根据用户的喜好在采购后有效调整。
    • 10. 发明授权
    • Electronic controller using genetic evolution techniques suitable for
controlling a motor
    • 使用适合于控制电机的遗传演化技术的电子控制器
    • US6032139A
    • 2000-02-29
    • US939132
    • 1997-09-29
    • Masashi YamaguchiIchikai Kamihira
    • Masashi YamaguchiIchikai Kamihira
    • F02D41/14G05B13/02G06N3/12G06F15/18
    • G05B13/027F02D41/1401G05B13/0265G06N3/126F02D41/1405
    • An evolutionary control for a subject such as an engine installed in a vehicle is conducted by the steps of: selecting coefficients, as genes, affecting the control characteristics of the control system; creating plural control units as chromosomes, each being constituted by plural genes; expressing the genes of each chromosome as control characteristics by controlling the subject using the control system having the control characteristics; selecting at least one chromosome from the created chromosomes based on the control characteristics expressed by the genes in view of the user's preference; and causing the at least one chromosome to evolve using a genetic algorithm, thereby obtaining control characteristics suitable for the user. In this method, the characteristics of the product can effectively be adjusted after its purchase based on the user's preference.
    • 通过以下步骤进行诸如安装在车辆中的发动机的对象的进化控制:选择影响控制系统的控制特性的作为基因的系数; 创建多个控制单位作为染色体,每个由多个基因构成; 通过使用具有控制特征的控制系统控制受试者来表达每个染色体的基因作为控制特征; 根据用户偏好,基于由基因表达的控制特征,从所创建的染色体中选择至少一条染色体; 并且使用遗传算法使所述至少一个染色体进化,从而获得适合于使用者的控制特征。 在这种方法中,产品的特点可以根据用户的喜好在采购后有效调整。