## 数学代写|信息论作业代写information theory代考|INFM130

statistics-lab™ 为您的留学生涯保驾护航 在代写信息论information theory方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写信息论information theory代写方面经验极为丰富，各种代写信息论information theory相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Conditions of Technology of Socio-natural Transformations

The problem of social transformations requires three types of knowledge. One type is a knowledge about the identity of the actual variety as well as the corresponding knowledge on its cost-benefit configuration. The second type of knowledge is about the identities of potential replacement varieties as well as the distribution of their cost-benefit configurations. The third type is the knowledge on technology of natural transformations which are engendered by both inter-categorial and intra-categorial conversions in inter-categorial and intra-categorial spaces in terms of Philosophical Consciencism with decision-choice intentionalities and implementation actions. To understand the transformation potential of an actual variety, the three knowledge systems must be combined. The knowledge of what there is (actual variety) and what would be (the potential replacement varieties) define the necessity and the corresponding necessary conditions for the destruction of the existing variety to maintain the info-stock and the replacement by new variety to create info-flow to update the info-stock. The knowledge about how to destroy the actual and how to construct the potential is the technology that define the freedom and corresponding sufficient conditions for transformation. The technology required for affecting and effecting variety transformations is made up of physical and social technologies, where the physical technology is completely and uncompromisingly dependent on the structure of the social technology. The information-knowledge conditions of the actual and potential varieties in relation to the family of natural polarities and transformation necessity have been discussed in this monograph and $[\mathrm{R} 4.10],[\mathrm{R} 4.13],[\mathrm{R} 17.15]$

It is useful, now, to turn an attention on the conditions of knowledge on technology and the corresponding social decision-choice systems that provide a solution to the problem of freedom to define the sufficient conditions for transformations of varieties to satisfy the general transversality conditions over the inter-categorial and intra-categorial spaces of the family of varieties and categorial varieties. For each actual variety to be destroyed, there are many potential varieties that may be actualized as a new variety. The transformation path to these potential varieties are many and defined by a family of sets of technologies. The choice of a variety from the potential space in the substitution-transformation process may be guided by a cost-benefit rationality which relates to necessity and freedom conditions. Similarly, for each potential variety that qualifies for actualization, there is a family of actual-potential technologies that can define the social freedom and the action to construct the sufficient conditions for the implementation and actualization in the dynamics of the family of the actual-potential polarities. The choice of an optimally appropriate technology may be guided by cost-benefit rationality given the socio-physical technological space.

## 数学代写|信息论作业代写information theory代考|The Nature of Universal Technologies and Representations

In the information-knowledge process, two technological spaces are identified relative to the information production which is the destruction and creation of varieties. There is the natural technological space and the non-natural technological space. The information generation system is such that there is the natural $(\mathrm{N}=$ natural $)$ technology space $\mathbb{T}^{\mathrm{N}}$ with a generic element $\mathrm{t}^{\mathrm{N}} \in \mathbb{T}^{\mathrm{N}}$ which is composed of two natural sets of technologies of a set of natural qualitative technologies $\mathbb{T}{\mathrm{Q}}^{\mathrm{N}}\left(\mathrm{Q}=\right.$ qualitative) with a generic element $\mathrm{t}{\mathrm{Q}}^{\mathrm{N}} \in \mathbb{T}_{\mathrm{Q}}^{\mathrm{N}}$ to act on an element and transform its qualitative disposition by destroying the existing qualitative characteristics and use them as inputs to create new qualitative characteristics while keeping it quantitative disposition unchanged. There is also a set of quantitative technologies $\mathbb{T}_R^N\left(R=\right.$ quantitative) with a generic element $t_R^N \in \mathbb{T}_R^N$ to act on an element and transform its quantitative disposition by destroying the existing quantitative characteristics and use them as inputs to create new quantitative characteristics while keeping its qualitative disposition unchanged. The natural technological space is such that $\widetilde{\mathbb{N}}^{\mathrm{N}}=\left(\mathbb{\tau}{\mathrm{Q}}^{\mathrm{N}} \cup \widetilde{\mathbb{R}}{\mathrm{R}}^{\mathrm{N}}\right)$. It is possible that both qualitative and quantitative technologies may be simultaneously active on the same element to transform hoth its qualitative and quantitative dispositions and hence $\left(\mathbb{x}{\mathrm{Q}}^{\mathrm{N}} \cap \mathbb{d}{\mathrm{R}}^{\mathrm{N}}\right) \neq \varnothing$. The natural technologies are defined in the ontological space in terms of natural creative-destructive processes. Complementing the natural technological space in the universe of variety destruction-creation process is the non-natural technological space $\mathbb{C}^{#},(\Re=$ non-natural $)$ the progress of which relates essentially to necessity and freedom of cognitive agents.

## 有限元方法代写

tatistics-lab作为专业的留学生服务机构，多年来已为美国、英国、加拿大、澳洲等留学热门地的学生提供专业的学术服务，包括但不限于Essay代写，Assignment代写，Dissertation代写，Report代写，小组作业代写，Proposal代写，Paper代写，Presentation代写，计算机作业代写，论文修改和润色，网课代做，exam代考等等。写作范围涵盖高中，本科，研究生等海外留学全阶段，辐射金融，经济学，会计学，审计学，管理学等全球99%专业科目。写作团队既有专业英语母语作者，也有海外名校硕博留学生，每位写作老师都拥有过硬的语言能力，专业的学科背景和学术写作经验。我们承诺100%原创，100%专业，100%准时，100%满意。

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。

## 数学代写|信息论作业代写information theory代考|CSYS5030

statistics-lab™ 为您的留学生涯保驾护航 在代写信息论information theory方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写信息论information theory代写方面经验极为丰富，各种代写信息论information theory相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Differences and Similarities in Information

Let us recall that corresponding to any variety $v_k \in \mathbb{V}$ there is a corresponding characteristic-signal disposition of the form $\mathbb{Z}_k=\left(\mathbb{X}_k \otimes \mathbb{S}_k\right)=\left{z_j=\left(x_j, s_j\right) \mid j \in\right.$ $\left.\mathbb{J}_k \subset \mathbb{J}^{\infty}, k \in \mathbb{L}^{\infty}\right}$ that allows the identity of the variety to be distinguished. Let $v_k \in \mathbb{V}$ be the inter-categorial varieties with a corresponding characteristic-signal disposition as $\mathbb{Z}_k=\left(\mathbb{X}_k \otimes \mathbb{S}_k\right), \forall k \in \mathbb{L}^{\infty}$. The intra-categorial variety may then be specified as $\hat{v} \in \mathbb{V}$ with characteristic-signal disposition specified as $\hat{\mathbb{Z}}_k=\left(\widehat{\mathbb{X}_k \otimes \mathbb{S}_k}\right)=\left(\hat{\mathbb{X}}_k \otimes \hat{\mathbb{S}}_k\right)$. The theory of info-statics is the study of varieties in time and the stock of information about these varieties that are presented as the inter-categorial varieties and intra-categorial varieties at that point in time. It is thus a study of the explanatory and the prescriptive information at a time point. The theory of info-dynamics is the study of transformations of varieties over time and about the flows of information that are generated by the transformations of varieties to update the info-stock.

In this epistemic view, the general information theory is the study of ontological and epistemological varieties $\mathbb{W}$ which is composed of inter-categorial varieties $\mathbb{V}$ with information $\mathbb{Z}$ and intra-categorial varieties $\widehat{\mathbb{V}}$ with information $\widehat{\mathbb{Z}}$ where the total varieties is such that $\mathbb{W}=\mathbb{V} \bigcup \widehat{\mathbb{V}}$ with information $\mathbb{Z}_{\Omega}=\mathbb{Z} \bigcup \widehat{\mathbb{Z}}$.

This framework simply means that the general set of varieties is composed of a subset of qualitative varieties $\mathbb{V}$ and a subset of quantitative varieties $\widehat{\mathbb{V}}$. The set of inter-categorial varieties $\mathbb{V}$ is composed of the sub-set of inter-categorial actual varieties $\mathbb{V}{\mathfrak{a}}$ with corresponding information support $\mathbb{Z}{\mathfrak{a}}$ and a sub-set of inter-categorial potential varieties $\mathbb{V}{\supsetneq}$ with corresponding information support $\mathbb{Z}$ such that $\left(\mathbb{V}=\mathbb{V}{\mathfrak{A}} \cup \mathbb{V}{\mathfrak{p}}\right)$ and $\left(\mathbb{Z}=\mathbb{Z}{\mathfrak{A}} \cup \mathbb{Z}{\mathfrak{p}}\right)$. The set of intra-categorial varieties $\widehat{\mathbb{V}}$ is also composed of a set of actual intra-categorial varieties $\widehat{V}{\mathfrak{a}}$ and a set of potential intra-categorial varieties $\widehat{\mathbb{V}}{\ddagger}$ such that $\left(\widehat{\mathbb{V}}=\widehat{\mathbb{V}}{\mathfrak{q}} \cup \widehat{\mathbb{V}}{\boldsymbol{p}}\right)$ with an information support $\left(\widehat{\mathbb{Z}}=\widehat{\mathbb{Z}}{\mathfrak{a}} \cup \widehat{\mathbb{Z}}_{\mathfrak{p}}\right)$ that allows identities to be revealed for distinctions and differences of varieties and categorial varieties. At the level of ontology, the potential space is the same as the possibility space without uncertainties and risks. At the level of epistemology, however, there is a cognitive separation between the potential space and the possibility space induced by cognitive limitations of cognitive agents where the possibility space is conceived as a sub-space of the potential space for knowing, learning and teaching.

## 数学代写|信息论作业代写information theory代考|Info-dynamics and a Prelude to the Development

From the information space, a knowledge space is developed in the epistemological space to create the necessity and freedom in the social transformation space which contains social actual-potential polarities with residing dualities. This social transformation space includes all individual and collective decision-choice systems, social institutions, all forms of engineering, socio-physical command-control systems, all of which constitute a family of transformation decision-choice systems regarding the behavior of the family of actual-potential polarities. The elements from the knowledge space are the inputs into the social transformation decisions in relation to the family of the social actual-potential polarities. The construction of the knowledge space is continuous and never ending in the sense that the knowledge stock-flow process like the info-stock-stock flow process is always in disequilibrium dynamics. There are many sub-spaces in the social transformation space which is the space where cognitive agents can create and transform varieties hy mimicking the laws of natural transformations in the ontological space.

The sub-spaces of social transformation correspond to the sub-spaces of knowledge, where the elements of sub-spaces of knowledge become inputs into social transformation decisions to destroy existing varieties and to create new varieties in accordance with either individual or collective preferences depending on the actual-potential relation of the preferences and specific needs requiring changes. An example of the social transformation space is the space of engineering of all forms such as electrical engineering, construction engineering, biomedical engineering, social engineering and others which are too many to name. The elements in the engineering space is unified and integrated by a unified theory of engineering sciences. The unified theory of engineering sciences requires a reasonable knowledge on existing or non-existing varieties which constitute the actual that may be destroyed and the potential varieties which may be transformed as a replacements and with a family of actual or potential specific technologies needed for of transformation.

## 有限元方法代写

tatistics-lab作为专业的留学生服务机构，多年来已为美国、英国、加拿大、澳洲等留学热门地的学生提供专业的学术服务，包括但不限于Essay代写，Assignment代写，Dissertation代写，Report代写，小组作业代写，Proposal代写，Paper代写，Presentation代写，计算机作业代写，论文修改和润色，网课代做，exam代考等等。写作范围涵盖高中，本科，研究生等海外留学全阶段，辐射金融，经济学，会计学，审计学，管理学等全球99%专业科目。写作团队既有专业英语母语作者，也有海外名校硕博留学生，每位写作老师都拥有过硬的语言能力，专业的学科背景和学术写作经验。我们承诺100%原创，100%专业，100%准时，100%满意。

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。

## 数学代写|信息论作业代写information theory代考|ELEN90030

statistics-lab™ 为您的留学生涯保驾护航 在代写信息论information theory方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写信息论information theory代写方面经验极为丰富，各种代写信息论information theory相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Some General Reflections on Epistemic Directions

Chapter 1 of this monograph begins with a reflection and critique on the traditions of information theory as a prelude to the theory of info-dynamics. The essential criticism is seen from the viewpoint that the theory of information is made up of two sub-theories that may be interdependent or not. The first sub-theory of relevance is the theory of information contents (info-content). The second sub-theory is the theory of communication of the contents among ontological elements. The information contents allow the establishment of varieties, categorial varieties and categories through distinctions, differences and commonness. The information communication is the sharing of the contents through source-destination processes while the information transmission is the revelation of the contents which allows the establishment of a framework of an awareness through the acquaintances with varieties and categorial varieties. The contents of information about varieties and categorial varieties are established by the characteristic dispositions. The transmissions and communications of the contents are done through the signal dispositions of the characteristic dispositions. The theory of info-contents, the theory of info-transmission and the theory of info-communication constitute the theory of info-statics which is essentially about the definitions of information to establish contents, transmission of information contents between ontological objects on one hand and epistemological objects on the other hand and the communication of the information contents among classes of epistemological objects.

The theory of info-statics helps to establish conditions of informing, knowing, learning and teaching and their effects on transformation-decision systems of varieties and categorial varieties leading to the information production. It is useful to keep in mind that every decision is about affirmation of existing variety or a change of existing variety in the actual space $\mathcal{A}$ and actualization of a new variety from the potential space $\mathfrak{p}=\mathfrak{a}$. The process is the dynamics of actual-potential polarity. There is no distinction between the potential space and the possibility space and there is no existence of probability space in ontological transformations. Every potential variety is also a possible variety. The transformations are either from the actual to the potential or from the potential to the actual without uncertainties. The distinction between the possibility space and the potential space and the introduction of probability space are relevant in epistemological activities of all kinds. Here, epistemological transformations and activities go from the potential space $\mathfrak{A}$ through the possibility space $\mathfrak{P}$ and through the probability space $\mathcal{Y}_B$ to reach the space of the actual \&. The set of instruments of internal transformations of varieties is the set of potential and actual dualities with relational continua and unity under the general principle of opposites. The understanding of the information production process and its behavior through the dynamics of the actual-potential polarity is studied under the theory of info-dynamics.

## 数学代写|信息论作业代写information theory代考|Differences and Similarities of Varieties

The general concept of variety relates to quantity and quality phenomena. The concept breaks done into two types of inter-categorial and intra-categorial varieties. These concepts of inter-categorial variety and intra-categorial variety are easier to conceptualize in info-statics when motion is not contemplated. When transformation dynamics are contemplated, there are two classes of motion that have been discussed relative to information production and communication as info-dynamics. At the level of info-statics, the important concepts of variety are inter-categorial (qualitative) varieties such as different types of animals or objects in the universe producing qualitative categories and qualitative information in the universal system with qualitative and intra-categorial (quantitative) varieties. There is also the intracategorial (qualitative) varieties such as the sizes of dogs producing quantitative categories within a given qualitative category and quantitative information.

The concept of variety acquires some important complexities especially in the quantity-time space such as space-time phenomena. Here, varieties are defined by an object with the constant quality in different positions in either linear or non-linear space. The characteristic-signal disposition is conceptualized as an object-timeposition phenomenon that generates qualitative information in the intra-categorial conversion which is basically a conversion of position-variety in the space relative given an object $\omega$ and $\phi$ as the corresponding phenomenon defining an intercategorial variety of the form $\nu=(\omega, \phi) \in(\Omega \otimes \Phi)$, an intra-categorial variety may be defined as a transformation on inter-categorial variety $v \in \mathbb{V}$ written as $\widehat{v}=\mathfrak{C}_v(\cdot)$. Let $\mathfrak{B}$ be the set of positions with a generic element $\mathfrak{p} \in \mathfrak{F}, \mathfrak{B}$ the set of velocities with a generic element $\mathfrak{v} \in \mathfrak{B}, \mathfrak{2}$ the set of accelerations with generic element $\mathfrak{a} \in \mathfrak{2}$, the set of sizes $\mathcal{S}$ with generic element $\mathfrak{s} \in \mathcal{G}$, a set of distances श) with a generic elements $\mathfrak{n} \in \mathfrak{Y}$ ) an intra-categorial variety may be defines as $\widehat{v}=\mathfrak{T}_v(\mathfrak{p}, \mathfrak{v}, \mathfrak{a}, \mathfrak{s}, \mathfrak{y}, t)$ where $\left.\mathfrak{p} \in \mathfrak{B}, \mathfrak{v} \in \mathfrak{B}, \mathfrak{a} \in \mathfrak{I}, \mathfrak{n} \in \mathfrak{Y}\right), \mathfrak{s} \in \mathfrak{S}$ and $t \in \mathbb{T}$. The state of the new position-time variety is given as $r(t)=(\mathfrak{p}, \mathfrak{v}, \mathfrak{a}, \mathfrak{s}, \mathfrak{r})$ which provides the quantitative info-dynamics, where the size $\mathfrak{s}$, distance $\mathfrak{n}$ and position $\mathfrak{p}$ may be interchangeable, depending on the nature of inter-categorial variety and the quantitative disposition of the distribution of quantitative-signal dispositions that presents information distribution on intra-categorial varieties.

## 有限元方法代写

tatistics-lab作为专业的留学生服务机构，多年来已为美国、英国、加拿大、澳洲等留学热门地的学生提供专业的学术服务，包括但不限于Essay代写，Assignment代写，Dissertation代写，Report代写，小组作业代写，Proposal代写，Paper代写，Presentation代写，计算机作业代写，论文修改和润色，网课代做，exam代考等等。写作范围涵盖高中，本科，研究生等海外留学全阶段，辐射金融，经济学，会计学，审计学，管理学等全球99%专业科目。写作团队既有专业英语母语作者，也有海外名校硕博留学生，每位写作老师都拥有过硬的语言能力，专业的学科背景和学术写作经验。我们承诺100%原创，100%专业，100%准时，100%满意。

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。

## 数学代写|信息论作业代写information theory代考|INFM130

statistics-lab™ 为您的留学生涯保驾护航 在代写信息论information theory方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写信息论information theory代写方面经验极为丰富，各种代写信息论information theory相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Conditions of Technology of Socio-natural Transformations

The problem of social transformations requires three types of knowledge. One type is a knowledge about the identity of the actual variety as well as the corresponding knowledge on its cost-benefit configuration. The second type of knowledge is about the identities of potential replacement varieties as well as the distribution of their cost-benefit configurations. The third type is the knowledge on technology of natural transformations which are engendered by both inter-categorial and intra-categorial conversions in inter-categorial and intra-categorial spaces in terms of Philosophical Consciencism with decision-choice intentionalities and implementation actions. To understand the transformation potential of an actual variety, the three knowledge systems must be combined. The knowledge of what there is (actual variety) and what would be (the potential replacement varieties) define the necessity and the corresponding necessary conditions for the destruction of the existing variety to maintain the info-stock and the replacement by new variety to create info-flow to update the info-stock. The knowledge about how to destroy the actual and how to construct the potential is the technology that define the freedom and corresponding sufficient conditions for transformation. The technology required for affecting and effecting variety transformations is made up of physical and social technologies, where the physical technology is completely and uncompromisingly dependent on the structure of the social technology. The information-knowledge conditions of the actual and potential varieties in relation to the family of natural polarities and transformation necessity have been discussed in this monograph and [R4.10], [R4.13], [R17.15].

It is useful, now, to turn an attention on the conditions of knowledge on technology and the corresponding social decision-choice systems that provide a solution to the problem of freedom to define the sufficient conditions for transformations of varieties to satisfy the general transversality conditions over the inter-categorial and intra-categorial spaces of the family of varieties and categorial varieties. For each actual variety to be destroyed, there are many potential varieties that may be actualized as a new variety. The transformation path to these potential varieties are many and defined by a family of sets of technologies. The choice of a variety from the potential space in the substitution-transformation process may be guided by a cost-benefit rationality which relates to necessity and freedom conditions. Similarly, for each potential variety that qualifies for actualization, there is a family of actual-potential technologies that can define the social freedom and the action to construct the sufficient conditions for the implementation and actualization in the dynamics of the family of the actual-potential polarities. The choice of an optimally appropriate technology may be guided by cost-benefit rationality given the socio-physical technological space.

## 数学代写|信息论作业代写information theory代考|The Nature of Universal Technologies and Representations

In the information-knowledge process, two technological spaces are identified relative to the information production which is the destruction and creation of varieties. There is the natural technological space and the non-natural technological space. The information generation system is such that there is the natural $(\mathrm{N}=$ natural $)$ technology space $\mathbb{T}^{\mathrm{N}}$ with a generic element $t^{\mathrm{N}} \in \mathbb{T}^{\mathrm{N}}$ which is composed of two natural sets of technologies of a set of natural qualitative technologies $\mathbb{T}{\mathrm{Q}}^{\mathrm{N}}\left(\mathrm{Q}=\right.$ qualitative) with a generic element $\mathrm{t}{\mathrm{Q}}^{\mathrm{N}} \in \mathbb{T}{\mathrm{Q}}^{\mathrm{N}}$ to act on an element and transform its qualitative disposition by destroying the existing qualitative characteristics and use them as inputs to create new qualitative characteristics while keeping it quantitative disposition unchanged. There is also a set of quantitative technologies $\mathbb{T}{\mathrm{R}}^{\mathrm{N}}\left(\mathrm{R}=\right.$ quantitative) with a generic element $\mathrm{t}{\mathrm{R}}^{\mathrm{N}} \in \mathbb{T}{\mathrm{R}}^{\mathrm{N}}$ to act on an element and transform its quantitative disposition by destroying the existing quantitative characteristics and use them as inputs to create new quantitative characteristics while keeping its qualitative disposition unchanged. The natural technological space is such that $\widetilde{U}^{\mathrm{N}}=\left(\mathbb{U}{\mathrm{Q}}^{\mathrm{N}} \cup \mathbb{U}{\mathrm{R}}^{\mathrm{N}}\right)$. It is possible that both qualitative and quantitative technologies may be simultaneously active on the same element to transform both its qualitative and quantitative dispositions and hence $\left(\mathbb{U}{\mathrm{Q}}^{\mathrm{N}} \cap \mathbb{T}{\mathrm{R}}^{\mathrm{N}}\right) \neq \varnothing$. The natural technologies are defined in the ontological space in terms of natural creative-destructive processes. Complementing the natural technological space in the universe of variety destruction-creation process is the non-natural technological space $\mathbb{T}^,(\mathbb{}=$ non-natural) the progress of which relates essentially to necessity and freedom of cognitive agents.
Definitions 4.1.3.1 (Natural and Non-natural Technologies $\left(\mathbb{C}^{\mathrm{N}}, \mathbb{\mathbb { C }}^\right)$ A technology $\mathbb{U}^{\mathrm{N}}$ is said to be natural if its variety-transformation process is through the ingenuity of natural decision-choice activities embodied in the internal forces of nature. It is said to be non-natural, $\mathbb{C}^$ if its variety-transformation process is through the ingenuity of cognitive agents’ decision-choice activities mimicking natural technologies through the understanding of natural variety-transformation decision-choice activities.

## 有限元方法代写

tatistics-lab作为专业的留学生服务机构，多年来已为美国、英国、加拿大、澳洲等留学热门地的学生提供专业的学术服务，包括但不限于Essay代写，Assignment代写，Dissertation代写，Report代写，小组作业代写，Proposal代写，Paper代写，Presentation代写，计算机作业代写，论文修改和润色，网课代做，exam代考等等。写作范围涵盖高中，本科，研究生等海外留学全阶段，辐射金融，经济学，会计学，审计学，管理学等全球99%专业科目。写作团队既有专业英语母语作者，也有海外名校硕博留学生，每位写作老师都拥有过硬的语言能力，专业的学科背景和学术写作经验。我们承诺100%原创，100%专业，100%准时，100%满意。

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。

## 数学代写|信息论作业代写information theory代考|CSYS5030

statistics-lab™ 为您的留学生涯保驾护航 在代写信息论information theory方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写信息论information theory代写方面经验极为丰富，各种代写信息论information theory相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Differences and Similarities in Information

Let us recall that corresponding to any variety $v_k \in \mathbb{V}$ there is a corresponding characteristic-signal disposition of the form $\mathbb{Z}_k=\left(\mathbb{X}_k \otimes \mathbb{S}_k\right)=\left{z_j=\left(x_j, s_j\right) \mid j \in\right.$ $\left.\mathbb{J}_k \subset \mathbb{J}^{\infty}, k \in \mathbb{L}^{\infty}\right}$ that allows the identity of the variety to be distinguished. Let $v_k \in \mathbb{V}$ be the inter-categorial varieties with a corresponding characteristic-signal disposition as $\mathbb{Z}_k=\left(\mathbb{X}_k \otimes \mathbb{S}_k\right), \forall k \in \mathbb{L}^{\infty}$. The intra-categorial variety may then be specified as $\widehat{v} \in \mathbb{V}$ with characteristic-signal disposition specified as $\hat{\mathbb{Z}}_k=\left(\widehat{\mathbb{X}_k \otimes \mathbb{S}_k}\right)=\left(\widehat{\mathbb{X}}_k \otimes \widehat{\mathbb{S}}_k\right)$. The theory of info-statics is the study of varieties in time and the stock of information about these varieties that are presented as the inter-categorial varieties and intra-categorial varieties at that point in time. It is thus a study of the explanatory and the prescriptive information at a time point. The theory of info-dynamics is the study of transformations of varieties over time and about the flows of information that are generated by the transformations of varieties to update the info-stock.

In this epistemic view, the general information theory is the study of ontological and epistemological varieties $\mathbb{W}$ which is composed of inter-categorial varieties $\mathbb{V}$ with information $\mathbb{Z}$ and intra-categorial varieties $\widehat{\mathbb{V}}$ with information $\widehat{\mathbb{Z}}$ where the total varieties is such that $\mathbb{W}=\mathbb{V} \bigcup \mathbb{V}$ with information $\mathbb{Z}_{\Omega}=\mathbb{Z} \bigcup \mathbb{Z}$.

This framework simply means that the general set of varieties is composed of a subset of qualitative varieties $\mathbb{V}$ and a subset of quantitative varieties $\mathbb{V}$. The set of inter-categorial varieties $\mathbb{V}$ is composed of the sub-set of inter-categorial actual varieties $\mathbb{V}{\mathfrak{a}}$ with corresponding information support $\mathbb{Z}{\mathrm{a}}$ and a sub-set of inter-categorial potential varieties $\mathbb{V}{\boldsymbol{p}}$ with corresponding information support $\mathbb{Z}{\text {↑ }}$ such that $\left(\mathbb{V}=\mathbb{V}{\mathfrak{A}} \cup \mathbb{V}{\boldsymbol{q}}\right)$ and $\left(\mathbb{Z}=\mathbb{Z}{\boldsymbol{A}} \cup \mathbb{Z}{\boldsymbol{q}}\right)$. The set of intra-categorial varieties $\widehat{\mathbb{V}}$ is also composed of a set of actual intra-categorial varieties $\widehat{\mathbb{V}}_{\mathrm{a}}$ and a set of tions and differences of varieties and categorial varieties.

## 数学代写|信息论作业代写information theory代考|Info-dynamics and a Prelude to the Development

From the information space, a knowledge space is developed in the epistemological space to create the necessity and freedom in the social transformation space which contains social actual-potential polarities with residing dualities. This social transformation space includes all individual and collective decision-choice systems, social institutions, all forms of engineering, socio-physical command-control systems, all of which constitute a family of transformation decision-choice systems regarding the behavior of the family of actual-potential polarities. The elements from the knowledge space are the inputs into the social transformation decisions in relation to the family of the social actual-potential polarities. The construction of the knowledge space is continuous and never ending in the sense that the knowledge stock-flow process like the info-stock-stock flow process is always in disequilibrium dynamics. There are many sub-spaces in the social transformation space which is the space where cognitive agents can create and transform varieties by mimicking the laws of natural transformations in the ontological space.

The sub-spaces of social transformation correspond to the sub-spaces of knowledge, where the elements of sub-spaces of knowledge become inputs into social transformation decisions to destroy existing varieties and to create new varieties in accordance with either individual or collective preferences depending on the actual-potential relation of the preferences and specific needs requiring changes. Añ examplè of thee social transformation spacee is thee spạae of engineeering of all forms such as electrical engineering, construction engineering, biomedical engineering, social engineering and others which are too many to name. The elements in the engineering space is unified and integrated by a unified theory of engineering sciences. The unified theory of engineering sciences requires a reasonable knowledge on existing or non-existing varieties which constitute the actual that may be destroyed and the potential varieties which may be transformed as a replacements and with a family of actual or potential specific technologies needed for of transformation.

## 有限元方法代写

tatistics-lab作为专业的留学生服务机构，多年来已为美国、英国、加拿大、澳洲等留学热门地的学生提供专业的学术服务，包括但不限于Essay代写，Assignment代写，Dissertation代写，Report代写，小组作业代写，Proposal代写，Paper代写，Presentation代写，计算机作业代写，论文修改和润色，网课代做，exam代考等等。写作范围涵盖高中，本科，研究生等海外留学全阶段，辐射金融，经济学，会计学，审计学，管理学等全球99%专业科目。写作团队既有专业英语母语作者，也有海外名校硕博留学生，每位写作老师都拥有过硬的语言能力，专业的学科背景和学术写作经验。我们承诺100%原创，100%专业，100%准时，100%满意。

## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。