公开(公告)号：AU2003225844A1

公开(公告)日：2003-10-08

申请号：AU2003225844

申请日：2003-03-12

Applicant: MOTOROLA INC

Inventor： XIAO WEIMIN ,  TIRPAK THOMAS MICHAEL

IPC: G06N3/00 ,  G06F15/18 ,  G06N3/12

Abstract: A gene expression programming genetic algorithm for performing symbolic regression is provided. The algorithm avoids expression bloating and over fitting by employing a fitness function that depends inversely on the mathematical expression complexity. Members of a population that are evolved by the algorithm are represented as a set arrays (e.g., in the form of a matrix) of indexes that reference operands and operators, thus facilitating selection, mutation, and cross over operations conducted in the course of evolving the population. The algorithm comprises a syntax checking part that may be applied to population members without their having to be converted to executable programs first. An object-oriented programming language data structure is providing for encapsulating basic data for each codon (e.g., operand, operator) used by the algorithm.

公开(公告)号：WO2009067328A2

公开(公告)日：2009-05-28

申请号：PCT/US2008082314

申请日：2008-11-04

Applicant: MOTOROLA INC ,  ATHALE ANANT ,  KRAHENBUHL JOHN ,  TIRPAK THOMAS MICHAEL

Inventor： ATHALE ANANT ,  KRAHENBUHL JOHN ,  TIRPAK THOMAS MICHAEL

IPC: G06F7/00 ,  G06F15/16

CPC classification number: G06Q10/00 ,  G11B27/105 ,  H04H20/10 ,  H04H20/103 ,  H04H60/06 ,  H04H60/46 ,  H04L12/1859 ,  H04L67/22 ,  H04N21/4661

Abstract: A method (100) of electronically determining a group preference in a social network from multiple individual preferences of members of the social network is provided. One embodiment of the method (100) uses a combination of an individual's importance to a social network and a social network's importance to the individual as weighting factors when combining the individual preferences to generate a shared set of preferences. This group preference may be used to select content for broadcast to the network, including audio content and video content. A social network group preference determination apparatus (401) can determine the individual's importance to the social network by interrogating or monitoring the communication activity of portable electronic communication devices (402) belonging to the members of the social network.

Abstract translation: 提供了一种从社交网络的成员的多个个人偏好电子地确定社交网络中的群组偏好的方法（100）。 方法（100）的一个实施例使用个人对社交网络的重要性和社会网络对个人的重要性的组合作为组合个人偏好以产生共享的偏好集合的加权因子。 该组偏好可以用于选择用于广播到网络的内容，包括音频内容和视频内容。 社交网络组偏好确定设备（401）可以通过询问或监视属于社交网络的成员的便携式电子通信设备（402）的通信活动来确定个人对社交网络的重要性。

公开(公告)号：EP1506495A4

公开(公告)日：2009-07-22

申请号：EP03745125

申请日：2003-03-12

Applicant: MOTOROLA INC

Inventor： XIAO WEIMIN ,  TIRPAK THOMAS MICHAEL

IPC: G06N3/00 ,  G06F15/18 ,  G06N3/12

CPC classification number: G06N3/126

Abstract: A gene expression programming genetic algorithm for performing symbolic regression is provided. The algorithm avoids expression bloating and over fitting by employing a fitness function that depends inversely on the mathematical expression complexity. Members of a population that are evolved by the algorithm are represented as a set arrays of indexed that reference operands and operators, thus facilitating selection, mutation, and cross over operations conducted in the course of evolving the population. The algorithm comprises a syntax checking part [108, 110, 112] that may be applied to population members without their having to be converted to executable programs first. An object-oriented programming language data structure is providing for encapsulating basic data for each condon used by the algorithm.