Process Of Deduction Research Articles

High-efficient sample point transform algorithm for large-scale complex optimization

Decomposition algorithms and surrogate model methods are frequently employed to address large-scale, intricate optimization challenges. However, the iterative resolution phase inherent to decomposition algorithms can potentially alter the background vector, leading to the repetitive evaluation of samples across disparate iteration cycles. This phenomenon significantly diminishes the computational efficiency of optimization. Accordingly, a novel approach, designated the Sample Point Transformation Algorithm (SPTA), is put forth in this paper as a means of enhancing efficiency through a process of mathematical deduction. The mathematical deduction reveals that the difference between sample points in each iteration loop is a simple function related to the inter-group dependent variables. Consequently, the SPTA method achieves the comprehensive transformation of the sample set by establishing a surrogate model of the difference between the sample sets of two cycles with a limited number of sample points, as opposed to conducting a substantial number of repeated samplings. This SPTA is employed to substitute the most time-consuming step of direct calculation in the classical optimization process. To validate the calculation efficiency, a series of numerical examples were conducted, demonstrating an improvement of approximately 75 % while maintaining optimal accuracy. This illustrates the advantage of the SPTA in addressing large-scale and complex optimization problems.

Philosophy of Law in Legal Reality

In recent decades, the phenomenon of disobedience or even 'harassment' of the law has been rife. Both in terms of action and giving court decisions are often considered unwise because they do not provide satisfaction to people who are experiencing legal problems. The judge is considered to no longer give a fair verdict on the initial process to the end of the ongoing trial, including due to court procedures that are not in accordance with legal provisions. As stated by Bismar Siregar, currently many cases are decided based on certain 'orders' through cooperation between law enforcement officials (oknum) and perpetrators of law violations who with their intelligence are able to distort the meaning of the rule of law with the opinion of judges. Researchethode is a type of normative legal research or research using the rules in existing laws and regulations and research carried out by collecting data directly in the field from competent parties related to the object studied because it is in the form of secondary data such as legislation and literature books. A judge's decision that reflects justice is not easy to find a benchmark for disputing parties. Because fair to one party is not necessarily fair to the other. The duty of the judge is to uphold the acidity in accordance with the trash made at the head of the judgment which reads "For Justice Based on the One and Only Godhead". Legal considerations are basically constructed in a judge's decision as a process of deduction, which means the process of applying relevant legal regulations to assess these legal facts.

Deduction of sudden rainstorm scenarios: integrating decision makers' emotions, dynamic Bayesian network and DS evidence theory

Event scenarios serve as the basis for emergency decision making after sudden disasters, and the accuracy of scenario deduction directly determines the effectiveness of emergency management implementation. On July 20, 2021, an exceptionally heavy rainstorm disaster occurred in Zhengzhou, Henan Province, China, causing serious urban waterlogging, river floods, flash floods and landslides and resulting in major casualties and property losses:14.79 million people affected, 398 people killed or missing (380 people in Zhengzhou) and a direct economic loss of 120.06 billion RMB. In order to investigate the complex evolution process of this disaster, a dynamic Bayesian network, evidence theory and emotion update mechanism are integrated to develop an efficient and effective scenario deduction model, with an emphasis on combining subjective and objective factors. In this model, more attention is given to subjective factors such as decision makers' emotions. The elements of scenario deduction are classified into the situation status, meteorological factor, emergency activities, decision makers' emotions and emergency goals, the coupling relationship between the elements are comprehensively analyzed, and the influence of these elements on the evolution mechanism of the rainstorm disaster is investigated, so as to facilitate targeted emergency management measures for the rescue operations. The empirical results show that the proposed dynamic Bayesian network can effectively simulate the dynamic change process of scenario deduction, the improved Dempster–Shafer evidence theory can reduce the subjectivity of the model in dealing with the uncertainty of the evolution process, and the emotion update mechanism can adequately quantify and decrease the influence caused by the emotional changes of decision makers. The model may better replicate actual events, and it may apply to the scenario deduction of other disasters, making an impact on the study of sudden catastrophes.

Neighbor Sum Distinguishing Edge (Total) Coloring of Generalized Corona Product

The coloring theory of graphs is an important part of graph theory research. The key problem of the coloring theory of graphs is to determine the coloring number of each kind of coloring. Traditional coloring concepts mainly include proper vertex coloring, proper edge coloring, proper total coloring, and so on. In recent years, scholars at home and abroad have put forward some new coloring concepts, such as neighbor vertex distinguishing edge (total) coloring, and neighbor sum distinguishing edge (total) coloring, based on traditional coloring concepts and by adding other constraints. Some valuable results have been obtained, which further enrich the theory of graph coloring.For a proper [k]-edge coloring of a graph G, if for any adjacent vertex has a different sum of colors, then the coloring is a neighbor sum distinguishing [k]-edge coloring of G. For a proper [k]-total coloring of a graph G, if for any adjacent vertex has a different sum of colors, then the coloring is a neighbor sum distinguishing [k]-total coloring of G . In this paper, the coloring method and coloring index are determined by the process of induction and deduction and the construction of the dyeing method, and then the rationality of the method is verified by inverse proof and mathematical induction.If G is a simple graph with the order n ≥ 5 , and hn = (Hi ) i∈{1,2,…,n} is a sequence of disjoint simple graphs, where every Hi is a simple graph with the order m ≥ 7 . In this paper, we study the neighbor sum distinguishing edge(total) coloring of the generalized corona product G○hn of G and hn . The results are as follows:(1) If G is a path with order n , hn = (Hi ) i∈{1,2,…,n} is an alternating sequence of path and cycle with order m . If n is odd, we have (2) If G is a path with order n , hn = (Hi ) i∈{1,2,…,n} is an alternating sequence of path and cycle with order m . If n is odd, we have Due to the late development of neighbor sum distinguishing edge (total) coloring of graphs, the related research results are relatively few. By studying the operation graph of a basic simple graph, we can provide the research basis and reference idea for the corresponding coloring of the general graph class. Therefore, it is of theoretical value to study the neighbor sum distinguishing edge (total) coloring problem of generalized corona products of graphs.

Calculation and Analysis of Heat Transfer Characteristics of Internal Threaded Tube at High Reynolds Number

In the actual operation of a heat storage steam boiler heat exchanger, an internal threaded tube is used as a heat exchange element. Usually, the heat exchanger volume is large and there are many consumables because of the complex composition of flue gas in the pipe so the internal threaded tube in the actual long operation process will suffer from ash accumulation and serious wear phenomenon. In this paper, the heat transfer process of internally threaded tubes is taken as the main research object, and the convection-enhanced heat transfer of internally threaded tubes at a high Reynolds number is deeply studied. For gas under the condition of high Reynolds number, the strengthening of turbulent flow inside of inner grooved tubes convective heat transfer process of deduction and analysis is derived. A fluid calculation model which is more in line with the heat transfer mechanism of threaded pipe is proposed, which provides a reference for the subsequent theoretical studies of heat transfer enhancement of threaded pipe.

¿Plantear o no plantear hipótesis? Sugerencias para estudiantes, directores y revisores

A key goal of ecology as a science is to determine patterns in nature and infer their possible causes. Despite the importance and complementarity of descriptive and deductive approaches, it is common for directors, reviewers and funding agencies to compulsorily require the formulation of hypotheses in research projects. Given that advances in ecology are largely due to the iterative process of description (which does not require the formulation of hypotheses) and deduction, it is necessary to defend the diversity of approaches in order to simplify the elaboration and revision processes of projects, and to discover, understand and better manage natural systems. In this essay, arguments are developed both supporting the non-inclusion of hypotheses in descriptive or pure applied studies when they are not adequately justified, as well as in favor of transforming descriptive studies into deductive ones when the inclusion of hypotheses is feasible, does not obscure the original objective of the project and provides originality, objectivity and generality. Finally, suggestions are provided for authors, directors and reviewers to adequately justify their opinions, avoid prejudgments in the case of good descriptive projects, and make constructive and justified suggestions when the inclusion of hypotheses does not mislead the original objective of the work. are feasible to test, and their inclusion provides added value.

Singular Zone in Quadrotor Yaw–Position Feedback Linearization

Feedback linearization-based controllers are widely exploited in stabilizing a tilt rotor (eight or twelve inputs); each degree of freedom (six degrees of freedom in total) is manipulated individually to track the desired trajectory, since no singular decoupling matrix is introduced while applying this method. The conventional quadrotor (four inputs), on the other hand, is an under-actuated MIMO system that can directly track four independent degrees of freedom at most. Common selections of these outputs can be yaw–position and attitude–altitude. It is reported that no singularity is found in the decoupling matrix while applying feedback linearization in the yaw–position-tracking problem. However, in this research, we argue the existence of the ignored singular zone within the range of interest, which can cause the failure in the controller design. This paper visualizes this noninvertible area and details the process of deduction for the first time. An attempt (switch controller) to avert the singular problem is later discussed with the verification by simulation in Simulink and MATLAB. All the results are sketched in the roll–pitch diagram.

Insights from an examination of a state league coach development initiative in community Australian Football (AFL) clubs

ABSTRACT Background: The need to generate empirical evidence regarding the nature of coach development in sports coaching to inform more meaningful coach education programmes is recognised. Understanding the professional development of sport coaches is a developing and growing area of scholarship, with calls for the implementation and evaluation of mentoring programmes that provide in situ contextualised mentoring to support coach development. Purpose: This paper provides insights gained from the examination of a coach education programme in Australia run by a state Australian football (AFL: Australian Football League) sporting body that utilised the role of a dedicated coach developer to facilitate community club coach development. Method: The research was guided by an interpretivist perspective and used a qualitative methodology enabling the researchers to make meaning from the data. Focus groups (N = 4: 12 participants) and semi-structured individual interviews (N = 9) were used to collect data. The interviews were analysed utilising inductive thematic analysis. Themes derived from interpretative analysis of the interview data were then analysed using an abductive process of induction and deduction to consider the data through the lens of the theoretical framework: situated learning. Results: The four themes developed were: reliance on volunteers; coach development resources, barriers and facilitators of coach development and club culture. The study found that cultivating coach education as a community of practice is not easy in an environment that is reliant on a volunteer workforce. Conclusion: A club culture that places a focus on a positive player environment through quality coaching tends to invest in a coach and player retention, and parent satisfaction and engagement. The affiliation of positive physical, social and cultural concepts with a positive player environment led clubs to anticipate success in these areas and a translation to the best possible quality in coaching practice, sustainable learning and knowledge acquisition. Further research is warranted to broaden knowledge of the scope of practice across other states in Australia and other sporting bodies.

Blue and green in the decoration of a Kushite chapel in Karnak, Egypt: Technical evaluation using low-tech, non-invasive procedures

Visible-Induced Luminescence (VIL) has become a widely accessible investigation tool to identify and image the presence of Egyptian blue on in situ wall paintings. Portable microscopy has similarly entered mainstream usage to examine painted surfaces in archaeological settings. A project to investigate the extremely scant remains of decoration of the 7th c. BC Kushite chapel of Osiris Neb-ankh/Pa-wesheb-iad on the north side of Karnak temple demonstrated the effective use of these low-tech, non-invasive procedures. In order to better understand the nature of the highly deteriorated painting, an interdisciplinary approach was adopted that combined these intensely practical in-situ investigations with a process of comparative evaluation and deduction, drawing on expertise from the fields of painting technology and Egyptology. Beyond expected confirmation of the widespread use of Egyptian blue as a pure color, the skilful and selective admixture of this pigment with yellow and white pigments was detected. This appears to have been used to enhance painted subject matter of particular symbolic importance. The study was the basis for recognising a conspicuous absence of green in the decoration, determining where green was once present, and – by evaluating factors of pigment impermanence versus durability – helping to define the likely nature of the missing pigment. Definitive pigment identification was not always possible, nor was it a primary aim, although the evaluative process employed is also the most efficient way of identifying analytical procedures that might still be required. Even without identification, the findings made in relation to the missing green were highly significant, providing important evidence of a technological shift in the use of greens in Late Period wall paintings, which parallels similar developments found on other Egyptian artefacts. A low-tech, iterative approach to painting investigation therefore has great validity.

Climate change attribution and legal contexts: evidence and the role of storylines

In a recent very influential court case, Juliana v. United States, climate scientist Kevin Trenberth used the “storyline” approach to extreme event attribution to argue that greenhouse warming had affected and will affect extreme events in their regions to such an extent that the plaintiffs already had been or will be harmed. The storyline approach to attribution is deterministic rather than probabilistic, taking certain factors as contingent and assessing the role of climate change conditional on those factors. The US Government’s opposing expert witness argued that Trenberth had failed to make his case because “all his conclusions of the injuries to Plaintiffs suffer from the same failure to connect his conditional approach to Plaintiffs’ local circumstances.” The issue is whether it is possible to make statements about individual events based on general knowledge. A similar question is sometimes debated within the climate science community. We argue here that proceeding from the general to the specific is a process of deduction and is an entirely legitimate form of scientific reasoning. We further argue that it is well aligned with the concept of legal evidence, much more so than the more usual inductive form of scientific reasoning, which proceeds from the specific to the general. This has implications for how attribution science can be used to support climate change litigation. “The question is”, said Alice, “whether you can make words mean different things.” “The question is”, said Humpty Dumpty, “which is to be master — that’s all.” (Lewis Carroll, Alice’s Adventures in Wonderland).

Argumentation and counterfactual reasoning in Parmenides and Melissus

Parmenides and Melissus employ different deductive styles for their different kinds of argumentation. The former’s poem flows in an interesting sequence of passages: contents foreword, methodological premises, krisis, conclusions and corollaries. The latter, however, organizes an extensive process of deduction to show the characteristics of what is. In both cases, the strength of their argument rests on their deductive form, on the syntactical level of their texts: the formal structure of their reasonings help to identify the features and logical intersections of their thoughts. On the one hand, Parmenides uses modal reasoning, enforcing the employment of the principle of the excluded middle. On the other hand, Melissus radicalizes the use of modal reasoning and employs counterfactual statements in order to develop his doctrine of what is. Despite their differences, both deserve a place in the Stone Age of logic and theory of argumentation due to their common ambition to demonstrate what is.

Research on the Path of Science and Technology Supporting the Construction of Jiangsu Modern Marine Economic System

Song, S.; Wang, X., and Su, C., 2019. Research on the path of science and technology supporting the construction of Jiangsu modern marine economic system. In: Li, L.; Wan, X.; and Huang, X. (eds.), Recent Developments in Practices and Research in Coastal Regions: Transportation, Environment, and Economy, Journal of Coastal Research, Special Issue No. 98, pp. 179–182. Coconut Creek (Florida), ISSN 0749-0208.Research on the construction path of marine economic system is a kind of exploration of behavior based on data flow among the regional economies in the Inner Mongolia area. In this paper, the Dijstra algorithm is combined to explore the regional economic development gap and the coordinated development path in the Inner Mongolia area. Through several preconditions and a conclusion, the defeasible rule for the effective tender can be obtained. In addition, the process of deduction is explored through the dialogue tree. Verification and analysis on the algorithm are carried out through instances. The final result shows that, for the Jiangsu modern marine economy, the algorithm put forward in this paper can be used to implement exploration on the regional economic development gap and the coordinated development path in the Inner Mongolia area.

한의학의 비과학성 논란에 대한 반박

This study is aimed to refute against medical opponent’s claim that Korean medicine does not conform to the conditions of science. Analyses and refutations against a journal treatise and a Facebook column formally written for a logical criticism and attack were conducted. As an example of the logic of the knowledge production process in Chinese medicine, 8 principle theory was exemplified in the Han danasty Classics 『Neijing』 and 『Shanghanlun』 at first. The knowledge was continuously revised and accumulated historically and then completed through Ming、Cheng period. The differential diagnosis and treatment theory is a logical process of forming knowledge through the process of abduction, deduction and induction begun from 『Shanghanlun』 succeeded to nowadays and it is essentially equaled with the process of experimental inference by Claude Bernard. Examples of normal science status based on Kuhn’s scientific standards include the theory of 8 principle, differntial diagnosis of viscera and bowel, 3 yang and 3 yin diseases of 『Shanghanlun』 and warm disease theory. Examples of science lost or get its normal status by refutation following Popper’s standards were cold damage theory and warm disease theory respectively. This allowed Chinese medicine to follow the general principles of science that form scientific knowledge and to correspond with the demarcation standards and concepts of science. However, as one of the conditions for becoming a science, Chinese medicine is partially lacking in terms of the interpretation of text language or the accordance with modern knowledge. Therefore methods are required to supplement this lack through multi-faceted research such as literature-based, theoretical and clinical studies.

Testing Economic Theory

Two years ago, Bob Mulligan and I empirically tested whether the Bank of Amsterdam, a prototypical central bank, had caused a boom-bust cycle in the Amsterdam commodities markets in the 1780s owing to the bank’s sudden initiation of low-fractional-re-serve banking (Guzelian & Mulligan 2015).1 Widespread criticism came quickly after we presented our data findings at that year’s Austrian Economic Research Conference. Walter Block representa-tively responded: «as an Austrian, I maintain you cannot «test» apodictic theories, you can only illustrate them».2
 Non-Austrian, so-called «empirical» economists typically have no problem with data-driven, inductive research. But Austrians have always objected strenuously on ontological and epistemolog-ical grounds that such studies do not produce real knowledge (Mises 1998, 113-115; Mises 2007). Camps of economists are talking past each other in respective uses of the words «testing» and «eco-nomic theory». There is a vital distinction between «testing» (1) an economic proposition, praxeologically derived, and (2) the rele-vance of an economic proposition, praxeologically derived. The former is nonsensical; the latter may be necessary to acquire eco-nomic theory and knowledge. Clearing up this confusion is this note’s goal.
 Rothbard (1951) represents praxeology as the indispensible method for gaining economic knowledge. Starting with a Aristote-lian/Misesian axiom «humans act» or a Hayekian axiom of «humans think», a voluminous collection of logico-deductive eco-nomic propositions («theorems») follows, including theorems as sophisticated and perhaps unintuitive as the one Mulligan and I examined: low-fractional-reserve banking causes economic cycles.
 There is an ontological and epistemological analog between Austrian praxeology and mathematics. Much like praxeology, we «know» mathematics to be «true» because it is axiomatic and deductive. By starting with Peano Axioms, mathematicians are able by a long process of creative deduction, to establish the real number system, or that for the equation an + bn = cn, there are no integers a, b, c that satisfy the equation for any integer value of n greater than 2 (Fermat’s Last Theorem).
 But what do mathematicians mean when they then say they have mathematical knowledge, or that they have proven some-thing «true»? Is there an infinite set of rational numbers floating somewhere in the physical universe? Naturally no. Mathemati-cians mean that they have discovered an apodictic truth — some-thing unchangeably true without reference to physical reality because that truth is a priori.

The improved differential demon algorithm

Differential demon is a fast and efficient registration algorithm. It drives the floating image to deform using the force based on the gradient between the reference and floating image. But it will cause abnormal deformation when the driving force approaches zero,which limits its practical applications. This paper proposed an improved differential demon algorithm, which aimed to enhance the registration performance of the existing demon algorithm. Firstly, we review the original differential demon algorithm. Then, we propose an improved differential demon algorithm and the process of mathematical deduction. Finally, we use experiment to prove that the improved differential demon algorithm is effective and it can improve the accuracy of registration. We tested our method on data sets provided by Xuanwu Hospital Capital Medical University. The registration performance proved to be better than the original demon algorithm in terms of mutual information, normalized correlation coefficient, mean square error and iteration number. Experiment results demonstrate the superiority of method proposed in this paper to the original demon algorithm.

The Curious Transformation of Boy to Computer

The Curious Transformation of Boy to Computer

Imaging in Spondyloarthritis: Controversies in Recognition of Early Disease.

Advanced imaging has become essential for recognition of clinically suspected early spondyloarthritis. This report summarizes recent progress towards a data-driven comprehensive definition of a positive sacroiliac joint MRI in axial spondyloarthritis, which incorporates contextual information provided by structural lesions alongside with active changes. A focus is on emerging limitations and challenges with increasing use of imaging in spondyloarthritis. We discuss the ongoing controversy as to whether sacroiliac joint MRI due to its superior reliability and ability to depict both structural and active lesions should be the preferred imaging modality in early disease over the traditional approach with pelvic radiographs. Another challenge is transferring the expanding knowledge about imaging evaluation in spondyloarthritis to the community of rheumatologists and radiologists. Advanced imaging modalities will not become the gold standard for diagnosis of spondyloarthritis, which remains a process of composite deduction based on complementary information obtained from clinical, laboratory, and imaging assessment.

A KÖZVETETT BESZÉDAKTUSOK

A mindennapi kommunikációban gyakran hangzanak el olyan megnyilatkozások, amelyeket nem szó szerint kell értenie a hallgatónak, mert a beszélő szándékolt jelentése eltér a megnyilatkozás alapjául szolgáló mondat jelentésétől. A közvetett beszédaktusok klasszikus elméletét John Searle dolgozta ki. Searle elmélete szerint a közvetett beszédaktusok kimondásakor a beszélő úgy értheti a mondatot, ahogy mondja, de közben mást is ért rajta. A szándékolt jelentés a következtetés bonyolult folyamatával fejthető meg a háttérismeretek figyelembevételével. Paul Grice az inferenciaelmélet keretében mutatja a közvetett beszédaktusokat. A beszélő szándékának felismerését ő is fontosnak tartja, és a jelenség magyarázatához két fogalmat vezet be, az implikatúra és az együttműködési elv fogalmát. A két elméletalkotó nézetei között lényeges különbségek vannak. A relevanciaelmélet nem húz éles határt a szó szerinti és a nem szó szerinti jelentés között. Grice elméletére építve Sperber és Wilson kétféle szándékot különböztet meg, az informatív és a kommunikatív szándékot. Feltevésük, hogy az értelmezés során a kóddal kapcsolatos elemzés kiegészül a teljes interpretációt lehetővé tevő következtetési folyamatokkal. De ezek a folyamatok nemcsak a nyelvre jellemzőek. A nem szó szerinti jelentés az alapja a metaforának és az iróniának, és a fikció is kapcsolatba hozható a nem szó szerinti jelentéssel.

Implications of legal scrutiny processes (including the L’Aquila trial and other recent court cases) for future volcanic risk governance

Discourse about the L’Aquila trial in Italy has overlooked the many different roles that laws play within risk governance. For volcanic risk governance, laws not only create the duty holders, beneficiaries and the relationships between them (the stakeholders) and the duties and rights (the stakes) but also dictate the acceptable standards of safety and wellbeing (the ultimate rewards). Within any legal regime, certain court cases will attract a high public profile. They can serve a very helpful role by opening the black box of societal risk management so that robust and candid scrutiny of the past can lead to better management of the future. With such cases, the goal of the competent observer is to advance beyond debate about contested factual details of the past (the noise of what happened) and, by process of induction, to identify wider issues of principle and precedent upon which to make reasoned improvements (the signal to guide what should happen differently in the future and why). The generic characteristics of law-based regulatory regimes are identified because they can be treated as ‘constants’ which do not change, or do so only very slowly over time. Accordingly, these aspects are highly relevant to long-term risk governance. More ephemeral case-specific factual issues often remain contested and, accordingly, receive less attention here. Significant recent court cases, including L’Aquila, are framed by process of deduction within a generalised legal infrastructure in order to identify the root causes of the apparent status quo of risk governance. This forensic approach is vital not only to identify the legal responsibilities of societal risk managers and the managerial risks that they face and their causes but also to consider possible mitigation strategies. We identify the critical issue of managerial risk vulnerability related to ‘standard equivocality’ which is the absence of commonly recognised standards for hazard communications to risk decision makers. This absence may result from the lack of regulation of relevant practices and practitioners. We offer some recommendations to fuel debate not only within those science groups that reacted to the L’Aquila case but also the scientific community as a whole. Finally, we argue that checklists represent a rational and methodical way to develop acceptable practice standards focussed upon the difficult risk mitigation choices that are made by civil protection authorities and at-risk individuals.

Establishing Amyloid PET Imaging Biomarkers: Ongoing Efforts.

The concept of imaging biomarkers was conceived in the late 1990s. The process of deduction from “complex” imaging data to a few simpler indices is often required for biomarkers to be quantitative and reproducible. Widespread examples in the field of PET imaging include the standard uptake value