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1. 发明申请

US20080307399A1 GENE EXPRESSION PROGRAMMING BASED ON HIDDEN MARKOV MODELS 有权
标题翻译：基于隐马尔可夫模型的基因表达编程
公开(公告)号：US20080307399A1
公开(公告)日：2008-12-11
申请号：US11758083
申请日：2007-06-05
申请人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
发明人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06F9/45
CPC分类号： G06N3/126
摘要： Computer programs (600, 700, 800, 900, 1000) and a programmed computer (1100) for automatically generating computer programs (i.e. sequences of instructions) are provided. The computer programs (600, 700, 800, 900, 1000) use Hidden Markov Models (400, 500) to generate sequences of program tokens, e.g., Gene Expression Programming chromosomes (100). Parameters of the Hidden Markov Models (400, 500) are numerically optimized, for example, by Differential Evolution with a goal of increasing the fitness of automatically generated programs.
摘要翻译：提供了用于自动生成计算机程序（即指令序列）的计算机程序（600,700,800,900,1000）和用于自动生成计算机程序的编程计算机（1100）。计算机程序（600,700,800,900,1000）使用隐马尔可夫模型（400,500）来产生程序令牌序列，例如基因表达编程染色体（100）。隐马尔科夫模型（400,500）的参数通过数字优化，例如，通过差分进化，目标是增加自动生成的程序的适应度。

2. 发明授权

US07761392B2 Configurable infinite logic signal processing network and genetic computing method of designing the same 失效
标题翻译：可配置的无限逻辑信号处理网络和遗传算法的设计方法相同
公开(公告)号：US07761392B2
公开(公告)日：2010-07-20
申请号：US11554734
申请日：2006-10-31
申请人： Magdi A. Mohamed , Weimin Xiao , Chi Zhou
发明人： Magdi A. Mohamed , Weimin Xiao , Chi Zhou
IPC分类号： G06N3/00 , G06N3/02 , G06F15/18
CPC分类号： G06N3/126
摘要： Signal processing networks (700, 800, 1008, 1010, 1012) that include a configurable infinite logic aggregator (100) that can be configured as an infinite logic AND gate and infinite logic OR gate or as other gates along a continuum of function between the two by adjusting control signal magnitudes and a configurable infinite logic signal inverter (500) are provided. A method of designing such networks that includes a genetic programming program (1802) e.g., a gene expression programming program (1600), for designing the network topology, in combination with a numerical optimization (1804), e.g., a hybrid genetic algorithm/differential evolution numerical optimization (1700) for setting control signal values of the network and optionally other numerical parameters is provided.
摘要翻译：信号处理网络（700,800,1008,1010,1012），其包括可配置的无限逻辑聚合器（100），其可被配置为无限逻辑与门和无限逻辑“或”门，或者沿着连续的功能的其他门提供两个通过调节控制信号幅度和可配置的无限逻辑信号反相器（500）。一种设计这样的网络的方法，其包括遗传编程程序（1802），例如用于设计网络拓扑的基因表达编程程序（1600），结合数字优化（1804），例如混合遗传算法/差分提供了用于设置网络的控制信号值和可选的其他数值参数的演进数值优化（1700）。

3. 发明授权

US07725409B2 Gene expression programming based on Hidden Markov Models 有权
标题翻译：基于隐马尔可夫模型的基因表达编程
公开(公告)号：US07725409B2
公开(公告)日：2010-05-25
申请号：US11758083
申请日：2007-06-05
申请人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
发明人： Chi Zhou , Magdi A. Mohamed , Weimin Xiao
IPC分类号： G06N3/12
CPC分类号： G06N3/126
摘要： Computer programs (600, 700, 800, 900, 1000) and a programmed computer (1100) for automatically generating computer programs (i.e. sequences of instructions) are provided. The computer programs (600, 700, 800, 900, 1000) use Hidden Markov Models (400, 500) to generate sequences of program tokens, e.g., Gene Expression Programming chromosomes (100). Parameters of the Hidden Markov Models (400, 500) are numerically optimized, for example, by Differential Evolution with a goal of increasing the fitness of automatically generated programs.
摘要翻译：提供了用于自动生成计算机程序（即指令序列）的计算机程序（600,700,800,900,1000）和用于自动生成计算机程序的编程计算机（1100）。计算机程序（600,700,800,900,1000）使用隐马尔可夫模型（400,500）来产生程序令牌序列，例如基因表达编程染色体（100）。隐马尔科夫模型（400,500）的参数通过数字优化，例如，通过差分进化，目标是增加自动生成的程序的适应度。

4. 发明申请

US20080103995A1 CONFIGURABLE INFINITE LOGIC SIGNAL PROCESSING NETWORK AND GENETIC COMPUTING METHOD OF DESIGNING THE SAME 失效
标题翻译：可配置无限逻辑信号处理网络及其设计的遗传计算方法
公开(公告)号：US20080103995A1
公开(公告)日：2008-05-01
申请号：US11554734
申请日：2006-10-31
申请人： Magdi A. Mohamed , Weimin Xiao , Chi Zhou
发明人： Magdi A. Mohamed , Weimin Xiao , Chi Zhou
IPC分类号： G06F3/02 , G06F15/18
CPC分类号： G06N3/126
摘要： Signal processing networks (700, 800, 1008, 1010, 1012) that include a configurable infinite logic aggregator (100) that can be configured as an infinite logic AND gate and infinite logic OR gate or as other gates along a continuum of function between the two by adjusting control signal magnitudes and a configurable infinite logic signal inverter (500) are provided. A method of designing such networks that includes a genetic programming program (1802) e.g., a gene expression programming program (1600), for designing the network topology, in combination with a numerical optimization (1804), e.g., a hybrid genetic algorithm/differential evolution numerical optimization (1700) for setting control signal values of the network and optionally other numerical parameters is provided.
摘要翻译：信号处理网络（700,800,1008,1010,1012），其包括可配置的无限逻辑聚合器（100），其可被配置为无限逻辑与门和无限逻辑“或”门，或者沿着连续的功能的其他门提供两个通过调节控制信号幅度和可配置的无限逻辑信号反相器（500）。一种设计这样的网络的方法，其包括遗传编程程序（1802），例如用于设计网络拓扑的基因表达编程程序（1600），结合数字优化（1804），例如混合遗传算法/差分提供了用于设置网络的控制信号值和可选的其他数值参数的演进数值优化（1700）。

5. 发明申请

US20080103701A1 AUTOMATIC SIGNAL PROCESSOR DESIGN SOFTWARE SYSTEM 审中-公开
标题翻译：自动信号处理器设计软件系统
公开(公告)号：US20080103701A1
公开(公告)日：2008-05-01
申请号：US11554651
申请日：2006-10-31
申请人： Weimin Xiao , Di-An Hong , Magdi A. Mohamed , Chi Zhou
发明人： Weimin Xiao , Di-An Hong , Magdi A. Mohamed , Chi Zhou
IPC分类号： G06F19/00 , G06F15/18
CPC分类号： G06N3/126
摘要： Software (100, 600, 1000, 1100) for automatically designing and optimizing signal processing networks (e.g., 200, 700, 800, 900) is provided. The software use genetic programming e.g., gene expression programming in combination with numerical optimization, e.g., a hybrid differential evolution/genetic algorithm numerical optimization to design and optimize signal processing networks. According to certain embodiments signal processing elements (1500, 1800) the character of which is qualitatively changed by changing configuration parameters are used in designing and optimizing the signal processing
摘要翻译：提供了用于自动设计和优化信号处理网络（例如，200,700,800,900）的软件（100,600,1000,1100）。软件使用遗传编程，例如基因表达编程与数值优化结合，例如混合差分进化/遗传算法数值优化来设计和优化信号处理网络。根据某些实施例，通过改变配置参数来定性地改变其特性的信号处理元件（1500,1800）用于设计和优化信号处理

6. 发明申请

US20060200436A1 Gene expression programming with enhanced preservation of attributes contributing to fitness 审中-公开
标题翻译：基因表达编程与增强保存属性有助于健身
公开(公告)号：US20060200436A1
公开(公告)日：2006-09-07
申请号：US11073828
申请日：2005-03-07
申请人： Chi Zhou , Weimin Xiao
发明人： Chi Zhou , Weimin Xiao
IPC分类号： G06N3/12
CPC分类号： G06N3/126
摘要： A Gene Expression Programming method evolves a population of chromosomes which are arrays of integer index references to genes including operand and operator genes. The mathematical expressions are encoded in the chromosomes according to linear Polish notation, according to which expression, trees representing mathematical expression encoded in the chromosomes are developed in a depth-first manner from the sequence of genes in each chromosome. This type of Polish notation makes it more likely that sub-expressions that contribute to fitness will survive evolutionary operations which can be performed at a low computational cost on array chromosomes. Additionally subexpressions or the mathematical structure of subexpressions which are assumed to contribute significantly to fitness based on the frequency of their appearance in elite members are protected from alteration by evolutionary operations, by representing each such mathematical structure by a single derived gene while the evolutionary operations are performed.
摘要翻译：基因表达编程方法将染色体群体演化为包括操作数和运营商基因在内的基因整数索引引用数组。数学表达式根据线性波兰符号编码在染色体中，根据该表达式，表示在染色体中编码的数学表达的树以每个染色体中的基因序列以深度优先的方式发展。这种类型的波兰符号使得有助于适应度的子表达更有可能在演化操作中存活，这可以在阵列染色体上以低的计算成本执行。另外，子表达式或子表达式的数学结构被假定为基于其在精英成员中的出现频率显着地对健康有贡献的子表达式通过进化操作来保护免受改变，通过用单个导出的基因表示每个这样的数学结构，而进化操作是执行。

7. 发明授权

US09221216B2 Computer numerical control (CNC) additive manufacturing 有权
标题翻译：电脑数控（CNC）添加剂制造
公开(公告)号：US09221216B2
公开(公告)日：2015-12-29
申请号：US13571066
申请日：2012-08-09
申请人： Yong Chen , Chi Zhou
发明人： Yong Chen , Chi Zhou
IPC分类号： B29B13/08 , B29C67/00
CPC分类号： B29B13/08 , B29C64/135 , B33Y10/00 , B33Y30/00
摘要： An additive manufacturing system and process are described. In one example of the invention, a fiber optic cable connected with an ultraviolet (UV) LED and related lens forms an accumulation tool. The cable is then merged inside a tank filled with liquid resin that is UV-curable. By controlling the on/off state of the UV-LED and the multi-axis motion of the cable, a physical model, having a desired shape, can be built by selectively curing liquid resin into solid.
摘要翻译：描述了一种添加剂制造系统和方法。在本发明的一个示例中，与紫外线（UV）LED和相关透镜连接的光纤电缆形成积累工具。然后将电缆合并在填充有可UV固化的液体树脂的罐中。通过控制UV-LED的开/关状态和电缆的多轴运动，可以通过将液体树脂选择性固化成固体来构建具有所需形状的物理模型。

8. 发明申请

US20130295212A1 DIGITAL MASK-IMAGE-PROJECTION-BASED ADDITIVE MANUFACTURING THAT APPLIES SHEARING FORCE TO DETACH EACH ADDED LAYER 有权
标题翻译：基于数字图像投影的添加剂制造，适用于切割每个添加层的剪切力
公开(公告)号：US20130295212A1
公开(公告)日：2013-11-07
申请号：US13872954
申请日：2013-04-29
申请人： Yong Chen , Chi Zhou
发明人： Yong Chen , Chi Zhou
IPC分类号： B29C67/00
CPC分类号： B29C67/0088 , B29C64/129 , B33Y10/00 , B33Y30/00 , B33Y50/02
摘要： A three-dimensional object may be produced in cascaded layers from a liquid resin that solidifies upon exposure to light. A translation stage may be positioned relative to a vat that is suitable for solidifying the highest un-solidified layer of the three-dimensional object directly beneath any existing, solidified layers of the three-dimensional object. A mask image projection system may project a two-dimensional image of the highest un-solidified layer through a transparent bottom of the vat and into the liquid resin. This may cause at least a portion of the liquid resin to solidify in the shape of the two-dimensional image and to adhere to the bottom of a surface beneath the solidified layer. A shearing force may be applied between the bottom surface of the solidified layer and the surface beneath that is great enough to detach the solidified layer from the surface beneath.
摘要翻译：可以在液体树脂的级联层中产生三维物体，其在暴露于光时固化。翻译阶段可以相对于适合于在三维物体的任何现有的，固化的层的任何固化层的正下方固化三维物体的最高未固化层的槽来定位。掩模图像投影系统可以将最高未固化层的二维图像投射到桶的透明底部并进入液体树脂中。这可能导致液体树脂的至少一部分以二维图像的形状固化并粘附到凝固层下面的表面的底部。可以在固化层的底表面和下面的表面之间施加剪切力，其足够大以使固化层从下面的表面分离。

9. 发明授权

US09120270B2 Digital mask-image-projection-based additive manufacturing that applies shearing force to detach each added layer 有权
标题翻译：基于数字掩模图像投影的添加剂制造，其应用剪切力以分离每个添加层
公开(公告)号：US09120270B2
公开(公告)日：2015-09-01
申请号：US13872954
申请日：2013-04-29
申请人： Yong Chen , Chi Zhou
发明人： Yong Chen , Chi Zhou
IPC分类号： B29C47/04 , B29C67/00
CPC分类号： B29C67/0088 , B29C64/129 , B33Y10/00 , B33Y30/00 , B33Y50/02
摘要： A three-dimensional object may be produced in cascaded layers from a liquid resin that solidifies upon exposure to light. A translation stage may be positioned relative to a vat that is suitable for solidifying the highest un-solidified layer of the three-dimensional object directly beneath any existing, solidified layers of the three-dimensional object. A mask image projection system may project a two-dimensional image of the highest un-solidified layer through a transparent bottom of the vat and into the liquid resin. This may cause at least a portion of the liquid resin to solidify in the shape of the two-dimensional image and to adhere to the bottom of a surface beneath the solidified layer. A shearing force may be applied between the bottom surface of the solidified layer and the surface beneath that is great enough to detach the solidified layer from the surface beneath.
摘要翻译：可以在液体树脂的级联层中产生三维物体，其在暴露于光时固化。翻译阶段可以相对于适合于在三维物体的任何现有的，固化的层的任何固化层的正下方固化三维物体的最高未固化层的槽来定位。掩模图像投影系统可以将最高未固化层的二维图像投射到桶的透明底部并进入液体树脂中。这可能导致液体树脂的至少一部分以二维图像的形状固化并粘附到凝固层下面的表面的底部。可以在固化层的底表面和下面的表面之间施加剪切力，其足够大以使固化层从下面的表面分离。

10. 发明申请

US20090052899A1 METHOD AND APPARATUS FOR CONTROLLED DEVICE SELECTION BY A PORTABLE ELECTRONIC DEVICE 审中-公开
标题翻译：用于由便携式电子设备选择的控制设备的方法和装置
公开(公告)号：US20090052899A1
公开(公告)日：2009-02-26
申请号：US11843192
申请日：2007-08-22
申请人： Swee MOK , Zili Ll , Tom Schirtzinger , Chi Zhou
发明人： Swee MOK , Zili Ll , Tom Schirtzinger , Chi Zhou
IPC分类号： H04B10/10
CPC分类号： G08C17/02 , G08C23/04 , G08C2201/30 , G08C2201/50 , G08C2201/71
摘要： The present application discloses a method and apparatus for controlled device selection by a portable electronic device (110). The method may include transmitting, from the portable electronic device, a first wireless signal (140) requesting information corresponding to remote controlled devices (132, 134, 136, 138), sending an optical signal (150) over the air to at least one remote controlled device, receiving a second wireless signal including information corresponding to at least one specific remote controlled device in response to sending the optical signal, adjusting settings, in response to receiving the second wireless signal, on the portable electronic device to enable remote control of at least one selected remote controlled device (134) of the at least one specific remote controlled device based on the information corresponding to the at least one specific remote controlled device.
摘要翻译：本申请公开了一种用于由便携式电子设备（110）进行受控设备选择的方法和装置。该方法可以包括从便携式电子设备发送请求与远程受控设备（132,134,136,138）相对应的信息的第一无线信号（140），将空中的光信号（150）发送到至少一个远程控制设备，响应于发送光信号，接收包括与至少一个特定遥控设备相对应的信息的第二无线信号，响应于接收到第二无线信号调整设置，以便能够远程控制基于与所述至少一个特定遥控设备相对应的信息，所述至少一个特定遥控设备的至少一个选定的远程受控设备（134）。

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