公开(公告)号：US08117139B2

公开(公告)日：2012-02-14

申请号：US12578395

申请日：2009-10-13

申请人： Eric Bonabeau ,  Carl Anderson ,  Belinda Orme ,  Pablo Funes ,  Oliver Bandte ,  Mark Sullivan ,  Sergey Malinchik ,  Joseph Rothermich

发明人： Eric Bonabeau ,  Carl Anderson ,  Belinda Orme ,  Pablo Funes ,  Oliver Bandte ,  Mark Sullivan ,  Sergey Malinchik ,  Joseph Rothermich

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

CPC分类号： G06N3/126

摘要： Methods and systems for interactive evolutionary computing may include generating a set of candidate molecules based on an evolutionary scheme in which an objective function is a priori mathematically unexpressed, presenting data based on the set of candidate molecules to one or more users, receiving at least one input from the user(s), the input(s) based on the user(s)'s evaluation of the presented set of candidate molecules, and, based on the input(s), using at least the evolutionary scheme and the input(s) to generate an updated set of candidate molecules, and repeating the presenting and receiving.

摘要翻译： 用于交互式进化计算的方法和系统可以包括基于进化方案生成一组候选分子，其中目标函数是先验数学上未表达的，基于该候选分子组向一个或多个用户呈现数据，接收至少一个 来自用户的输入，基于用户对所提出的候选分子组的评估的输入，以及基于输入，至少使用进化方案和输入 以产生更新的一组候选分子，并重复呈现和接收。

公开(公告)号：US20110047455A1

公开(公告)日：2011-02-24

申请号：US12862242

申请日：2010-08-24

申请人： Pablo Funes ,  Elena Popovici ,  Paolo Gaudiano ,  Daphna Buchsbaum ,  Denis Garagic ,  M. Ihsan Ecemis ,  Chris Bingham ,  Eric Bonabeau

发明人： Pablo Funes ,  Elena Popovici ,  Paolo Gaudiano ,  Daphna Buchsbaum ,  Denis Garagic ,  M. Ihsan Ecemis ,  Chris Bingham ,  Eric Bonabeau

IPC分类号： G06F17/21

CPC分类号： G06F17/30713

摘要： Methods and systems for text data analysis and visualization enable a user to specify a set of text data sources and visualize the content of the text data sources in an overview of salient features in the form of a network of words. A user may focus on one or more words to provide a visualization of connections specific to the focused word(s). The visualization may include clustering of relevant concepts within the network of words. Upon selection of a word, the context thereof, e.g., links to articles where the word appears, may be provided to the user. Analyzing may include textual statistical correlation models for assigning weights to words and links between words. Displaying the network of words may include a force-based network layout algorithm. Extracting clusters for display may include identifying “communities of words” as if the network of words was a social network.

摘要翻译： 用于文本数据分析和可视化的方法和系统使得用户能够指定一组文本数据源，并以单词形式的显着特征的概述来可视化文本数据源的内容。 用户可以专注于一个或多个单词以提供特定于聚焦单词的连接的可视化。 可视化可以包括在网络中的相关概念的聚类。 在选择一个单词之后，可以将其上下文（例如，出现该单词的文章的链接）提供给用户。 分析可以包括用于为单词和单词之间的链接分配权重的文本统计相关模型。 显示单词网络可能包括基于力的网络布局算法。 提取用于显示的集群可以包括识别“单词的社区”，就好像网络的网络是社交网络一样。

公开(公告)号：US20100211558A1

公开(公告)日：2010-08-19

申请号：US12766450

申请日：2010-04-23

申请人： Eric Bonabeau ,  Pablo Funes

发明人： Eric Bonabeau ,  Pablo Funes

IPC分类号： G06F17/30 ,  G06N3/12 ,  G06Q30/00 ,  G06F3/048

CPC分类号： G06N3/126 ,  G06F16/90324 ,  G06F16/951 ,  G06F16/9535 ,  G06Q30/0257

摘要： Methods and systems for searching comprise presenting a first information set to a user, receiving feedback, applying an evolutionary algorithm based on the feedback to generate a search query, causing the search query to be executed to generate a second information set, and presenting the second information set to the user. Then, in response to user input, the first information set is again presented to the user; feedback is again received, an evolutionary algorithm is again applied based on the feedback to generate a search query, and the new search query is caused to be executed to generate a third information set which is presented to the user.

摘要翻译： 用于搜索的方法和系统包括向用户呈现第一信息集合，接收反馈，基于反馈应用进化算法以生成搜索查询，使搜索查询被执行以产生第二信息集，以及呈现第二信息集 信息设置给用户。 然后，响应于用户输入，第一信息集再次呈现给用户; 再次接收反馈，基于反馈再次应用进化算法以生成搜索查询，并且使新的搜索查询被执行以生成呈现给用户的第三信息集。

公开(公告)号：US20050118612A1

公开(公告)日：2005-06-02

申请号：US10903621

申请日：2004-07-30

申请人： Eric Bonabeau ,  Carl Anderson ,  John Scott ,  Julien Budynek ,  Sergey Malinchik

发明人： Eric Bonabeau ,  Carl Anderson ,  John Scott ,  Julien Budynek ,  Sergey Malinchik

IPC分类号： C12Q1/68 ,  G01N33/48 ,  G01N33/50 ,  G06F20060101 ,  G06F19/00

CPC分类号： G06N3/126

摘要： Disclosed are methods, systems, and/or processor program products that include generating a population of genotypes, the genotypes based on at least one stimulus to a system, measuring at least one response of the system upon providing the population of genotypes to at least one model of the system, and, based on the measured at least one response of the system, performing at least one of: (a) applying at least one genetic operator to at least some of the population of genotypes, and iteratively returning to generating a population of genotypes, and (b) associating a condition of the system with at least one of the population of genotypes.

摘要翻译： 公开了方法，系统和/或处理器程序产品，其包括生成基因型群体，基于对系统的至少一种刺激的基因型，在将基因型群体提供给至少一种基因型时测量系统的至少一种应答 系统的模型，并且基于所测量的系统的至少一个响应，执行以下中的至少一个：（a）将至少一个遗传算子应用于至少一些基因型群体，并且迭代地返回以生成 基因型群体，以及（b）将该系统的条件与至少一种基因型群体相关联。

公开(公告)号：US20100185572A1

公开(公告)日：2010-07-22

申请号：US12621071

申请日：2009-11-18

申请人： Eric Bonabeau ,  Pablo Funes

发明人： Eric Bonabeau ,  Pablo Funes

IPC分类号： G06N3/12

CPC分类号： G06N3/126

摘要： Disclosed are methods, systems, and processor program products that include executing an optimization scheme to obtain a first solution set, presenting the first solution set to at least two users, receiving rankings of the first solution set from the at least two users, aggregating the rankings, and, generating a second solution set based on the aggregated rankings The optimization scheme can include a genetic algorithm. In embodiments, at least a part of the first solution set can be presented to the users based on the parts of the solution set associated with the user (e.g., user's knowledge).

摘要翻译： 公开了方法，系统和处理器程序产品，其包括执行优化方案以获得第一解决方案集，向至少两个用户呈现第一解决方案集合，从至少两个用户接收第一解决方案集的排名， 排名，并且基于聚合排名生成第二解决方案集合优化方案可以包括遗传算法。 在实施例中，可以基于与用户相关联的解集合的部分（例如，用户的知识）将第一解集的至少一部分呈现给用户。

公开(公告)号：US07333960B2

公开(公告)日：2008-02-19

申请号：US10903621

申请日：2004-07-30

申请人： Eric Bonabeau ,  Carl Anderson ,  John M. Scott ,  Julien Budynek ,  Sergey Malinchik

发明人： Eric Bonabeau ,  Carl Anderson ,  John M. Scott ,  Julien Budynek ,  Sergey Malinchik

IPC分类号： G06F15/18 ,  G06N3/00 ,  G06N3/02

CPC分类号： G06N3/126

摘要： Disclosed are methods, systems, and/or processor program products that include generating a population of genotypes, the genotypes based on at least one stimulus to a system, measuring at least one response of the system upon providing the population of genotypes to at least one model of the system, and, based on the measured at least one response of the system, performing at least one of: (a) applying at least one genetic operator to at least some of the population of genotypes, and iteratively returning to generating a population of genotypes, and (b) associating a condition of the system with at least one of the population of genotypes.

摘要翻译： 公开了方法，系统和/或处理器程序产品，其包括生成基因型群体，基于对系统的至少一种刺激的基因型，在将基因型群体提供给至少一种基因型时测量系统的至少一种应答 系统的模型，并且基于所测量的系统的至少一个响应，执行以下中的至少一个：（a）将至少一个遗传算子应用于至少一些基因型群体，并且迭代地返回以生成 基因型群体，以及（b）将该系统的条件与至少一种基因型群体相关联。

公开(公告)号：US07043463B2

公开(公告)日：2006-05-09

申请号：US10815321

申请日：2004-04-01

申请人： Eric Bonabeau ,  Carl Anderson ,  Belinda Orme ,  Pablo Funes ,  Oliver Bandte ,  Mark Sullivan ,  Sergey Malinchik ,  Joseph Rothermich

发明人： Eric Bonabeau ,  Carl Anderson ,  Belinda Orme ,  Pablo Funes ,  Oliver Bandte ,  Mark Sullivan ,  Sergey Malinchik ,  Joseph Rothermich

IPC分类号： G06N3/08 ,  G06N3/12 ,  G06N3/00 ,  G06F15/18

CPC分类号： G06N3/126

摘要： A method for interactive evolutionary computing may include generating a solution set based on an evolutionary scheme in which an objective function is a priori mathematically unexpressed, presenting data based on the solution set to one or more users, receiving at least one input from the user(s), the input(s) based on the user(s)'s evaluation of the presented solution set, and, based on the input(s), using at least the evolutionary scheme and the input(s) to generate an updated solution set, and repeating the presenting and receiving.

摘要翻译： 用于交互式进化计算的方法可以包括：基于进化方案生成解集，其中目标函数是先验数学上未表达的，基于为一个或多个用户设置的解决方案呈现数据，从用户接收至少一个输入（ s），基于用户对所提出的解集合的评估的输入，并且基于输入，至少使用进化方案和输入来生成更新的 解决方案集，并重复呈现和接收。

公开(公告)号：US20060085106A1

公开(公告)日：2006-04-20

申请号：US11052386

申请日：2005-02-07

申请人： Paolo Gaudiano ,  Benjamin Shargel ,  Eric Bonabeau

发明人： Paolo Gaudiano ,  Benjamin Shargel ,  Eric Bonabeau

IPC分类号： G01C22/00

CPC分类号： G01C11/00 ,  G05D1/104

摘要： Disclosed are methods and systems that include a method for controlling movement of a first unmanned vehicle (UV) to search an area, where the method includes generating a first trace associated with prior positions in which the first UV has been located, determining a direction in which the first UV is to move using the first generated trace, and causing the first UV to move in the determined direction. The trace may be a numerical value that decreases as a function of the time that has elapsed since the first trace was generated. The methods and systems may also include receiving data relating to a second trace, and using that second trace to determine the direction. The second trace may be generated by a second UV. The second trace may be associated with a position within a predetermined radius from a position associated with the first UV.

摘要翻译： 公开了包括用于控制第一无人驾驶车辆（UV）的移动以搜索区域的方法和系统，其中该方法包括生成与其中已经位于第一UV的先前位置相关联的第一轨迹，确定方向 第一UV将使用第一生成的迹线移动，并且使得第一UV沿所确定的方向移动。 跟踪可以是随着从生成第一个跟踪以来经过的时间的函数而减小的数值。 方法和系统还可以包括接收与第二跟踪有关的数据，并且使用该第二跟踪来确定方向。 第二个痕迹可以由第二个UV产生。 第二迹线可以与从与第一UV相关联的位置的预定半径内的位置相关联。

公开(公告)号：US20060010117A1

公开(公告)日：2006-01-12

申请号：US11176968

申请日：2005-07-06

申请人： Eric Bonabeau ,  Paolo Gaudiano

发明人： Eric Bonabeau ,  Paolo Gaudiano

IPC分类号： G06F17/30

CPC分类号： G06N3/126 ,  G06F16/951 ,  G06F16/9535

摘要： In one example, a user is presented with information (e.g., the results of a search provided by a search component executing a search query). The user then subjectively evaluates the information presented pursuant to some metric (e.g., desirable/positive, undesirable/negative, neutral) to provide user feedback. The user feedback is evaluated using one or more evolutionary algorithms to generate a new search query, which may be executed by any one of a number of conventional search components (or a commercial or non-commercial website powered by a search component) to provide new information to the user. The foregoing process may be iterated any number of times, for example, until a user identifies desirable information. In some implementations, additional user interaction is permitted, such as modification of one or more descriptors/characteristics associated with presented information, and/or modification of a search query generated by the evolutionary algorithm(s).

摘要翻译： 在一个示例中，向用户呈现信息（例如，由执行搜索查询的搜索组件提供的搜索的结果）。 然后，用户主观地评估根据一些度量（例如，期望的/正的，不期望的/消极的，中性的）呈现的信息以提供用户反馈。 使用一个或多个进化算法来评估用户反馈以产生新的搜索查询，其可以由多个常规搜索组件（或由搜索组件供电的商业或非商业网站）中的任何一个来执行，以提供新的 信息给用户。 上述过程可以迭代任何次数，例如，直到用户识别所需信息。 在一些实现中，允许附加的用户交互，诸如与呈现的信息相关联的一个或多个描述符/特征的修改，和/或由进化算法生成的搜索查询的修改。

公开(公告)号：US08423323B2

公开(公告)日：2013-04-16

申请号：US11534035

申请日：2006-09-21

申请人： Eric Bonabeau

发明人： Eric Bonabeau

IPC分类号： G06F17/30

CPC分类号： G06Q30/00 ,  G06Q10/06 ,  G06Q30/02

摘要： Methods and systems for designing new products such as perfumes comprise having existing products in a product field rated according to product attributes; assigning each of the existing products a location in a multi-dimensional space according to the ratings; locating the existing products in a second multi-dimensional space; choosing reference products, which sample the second space, from among the existing products; having a consumer survey of the reference products conducted; creating a map of consumer responses in the second multi-dimensional space; and designing the new product based on the map of consumer responses.

摘要翻译： 用于设计新产品如香水的方法和系统包括根据产品属性对产品领域中的现有产品进行评级; 根据评级将每个现有产品分配到多维空间中的位置; 将现有产品定位在第二个多维空间中; 从现有产品中选择第二个空间的参考产品; 进行消费者对参考产品的调查; 在第二个多维空间中创建消费者反应的图; 并根据消费者反应图设计新产品。