Results for 'MDL principle'

947 found
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  1.  46
    Explanatory and Creative Alternatives to the MDL priciple.Ismael García-Varea & José Hernández-Orallo - 2000 - Foundations of Science 5 (2):185-207.
    The Minimum Description Length principle is the modernformalisation of Occam's razor. It has been extensively and successfullyused in machine learning, especially for noisy and long sources ofdata. However, the MDL principle presents some paradoxes andinconveniences. After discussing all these, we address two of the mostrelevant: lack of explanation and lack of creativity. We present newalternatives to address these problems. The first one, intensionalcomplexity, avoids extensional parts in a description, so distributingcompression ratio in a more even way than the (...)
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  2. MDLChunker: A MDL-Based Cognitive Model of Inductive Learning.Vivien Robinet, Benoît Lemaire & Mirta B. Gordon - 2011 - Cognitive Science 35 (7):1352-1389.
    This paper presents a computational model of the way humans inductively identify and aggregate concepts from the low-level stimuli they are exposed to. Based on the idea that humans tend to select the simplest structures, it implements a dynamic hierarchical chunking mechanism in which the decision whether to create a new chunk is based on an information-theoretic criterion, the Minimum Description Length (MDL) principle. We present theoretical justifications for this approach together with results of an experiment in which participants, (...)
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  3.  93
    The Logical Problem of Language Acquisition: A Probabilistic Perspective.Anne S. Hsu & Nick Chater - 2010 - Cognitive Science 34 (6):972-1016.
    Natural language is full of patterns that appear to fit with general linguistic rules but are ungrammatical. There has been much debate over how children acquire these “linguistic restrictions,” and whether innate language knowledge is needed. Recently, it has been shown that restrictions in language can be learned asymptotically via probabilistic inference using the minimum description length (MDL) principle. Here, we extend the MDL approach to give a simple and practical methodology for estimating how much linguistic data are required (...)
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  4. Why Physicalism Entails Panpsychism1.See Instantiation Principle - 2006 - Journal of Consciousness Studies 13 (10-11):3-31.
  5.  23
    236 Context and Contexts: Parts Meet Whole?Cooperative Principle - 2011 - In Anita Fetzer & Etsuko Oishi, Context and contexts: parts meet whole? Philadelphia: John Benjamins. pp. 209--144.
  6.  21
    Royce's Argumentjor the Absolute, WJ MANDER.Concerning First Principles - 1998 - In Daniel N. Robinson, The mind. New York: Oxford University Press.
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  7.  13
    Philosophical abstracts.John Principle - 1987 - American Philosophical Quarterly 24 (4).
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  8. The anthropic cosmological principle.John D. Barrow - 1986 - New York: Oxford University Press. Edited by Frank J. Tipler.
    Ever since Copernicus, scientists have continually adjusted their view of human nature, moving it further and further from its ancient position at the center of Creation. But in recent years, a startling new concept has evolved that places it more firmly than ever in a special position. Known as the Anthropic Cosmological Principle, this collection of ideas holds that the existence of intelligent observers determines the fundamental structure of the Universe. In its most radical version, the Anthropic Principle (...)
  9. The Principle of Sufficient Reason: A Reassessment.Alexander R. Pruss - 2006 - New York: Cambridge University Press.
    The Principle of Sufficient Reason says that all contingent facts must have explanation. In this 2006 volume, which was the first on the topic in the English language in nearly half a century, Alexander Pruss examines the substantive philosophical issues raised by the Principle Reason. Discussing various forms of the PSR and selected historical episodes, from Parmenides, Leibnez, and Hume, Pruss defends the claim that every true contingent proposition must have an explanation against major objections, including Hume's imaginability (...)
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  10.  47
    Verificationism and the principle of non-contradiction.A. C. H. Wright - 1984 - History and Philosophy of Logic 5 (2):195-217.
    Papineau has suggested that the Principle of Non-Contradiction is a logical law that ?verificationists? are not entitled to claim as a prioritrue. The Principle, like that of Excluded Middle, is not sufficiently grounded in the ?miserly? epistemology of verificationism to be proven in ?verificationist logic?. We examine who might be challenged by this claim: who are the ?verificationists?? We defend our candidates against Papineau's criticisms and other attacks, but this leaves the verificationist open to a different criticism.
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  11. The Principle of Reason.Martin Heidegger - 1991 - Indiana University Press.
    The Principle of Reason, the text of an important and influential lecture course that Martin Heidegger gave in 1955–56, takes as its focal point Leibniz’s principle: nothing is without reason.
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  12. The principle of semantic compositionality.Francis Jeffry Pelletier - 1994 - Topoi 13 (1):11-24.
    The Principle of Semantic Compositionality (sometimes called Frege''s Principle) is the principle that the meaning of a (syntactically complex) whole is a function only of the meanings of its (syntactic) parts together with the manner in which these parts were combined. This principle has been extremely influential throughout the history of formal semantics; it has had a tremendous impact upon modern linguistics ever since Montague Grammars became known; and it has more recently shown up as a (...)
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  13. Principle of Sufficient Reason.Yitzhak Melamed & Martin Lin - unknown - Stanford Encyclopedia of Philosophy.
    The Principle of Sufficient Reason is a powerful and controversial philosophical principle stipulating that everything must have a reason or cause. This simple demand for thoroughgoing intelligibility yields some of the boldest and most challenging theses in the history of metaphysics and epistemology. In this entry we begin with explaining the Principle, and then turn to the history of the debates around it. A section on recent discussions of the Principle will be added in the near (...)
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  14. Accuracy, Risk, and the Principle of Indifference.Richard Pettigrew - 2016 - Philosophy and Phenomenological Research 92 (1):35-59.
    In Bayesian epistemology, the problem of the priors is this: How should we set our credences (or degrees of belief) in the absence of evidence? That is, how should we set our prior or initial credences, the credences with which we begin our credal life? David Lewis liked to call an agent at the beginning of her credal journey a superbaby. The problem of the priors asks for the norms that govern these superbabies. -/- The Principle of Indifference gives (...)
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  15.  47
    Sustainability principle for the ethics of healthcare resource allocation.Christian Munthe, Davide Fumagalli & Erik Malmqvist - 2021 - Journal of Medical Ethics 47 (2):90-97.
    We propose a principle of sustainability to complement established principles used for justifying healthcare resource allocation. We argue that the application of established principles of equal treatment, need, prognosis and cost-effectiveness gives rise to what we call negative dynamics: a gradual depletion of the value possible to generate through healthcare. These principles should therefore be complemented by a sustainability principle, making the prospect of negative dynamics a further factor to consider, and possibly outweigh considerations highlighted by the other (...)
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  16. The principle of the identity of indiscernibles and quantum mechanics.James Ladyman & Tomasz Bigaj - 2010 - Philosophy of Science 77 (1):117-136.
    It is argued that recent discussion of the principle of the identity of indiscernibles (PII) and quantum mechanics has lost sight of the broader philosophical motivation and significance of PII and that the `received view' of the status of PII in the light of quantum mechanics survives recent criticisms of it by Muller, Saunders, and Seevinck.
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  17.  66
    The Principle of Stasis: Why drift is not a Zero-Cause Law.Victor J. Luque - 2016 - Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 57:71-79.
    This paper analyses the structure of evolutionary theory as a quasi-Newtonian theory and the need to establish a Zero-Cause Law. Several authors have postulated that the special character of drift is because it is the default behaviour or Zero-Cause Law of evolutionary systems, where change and not stasis is the normal state of them. For these authors, drift would be a Zero-Cause Law, the default behaviour and therefore a constituent assumption impossible to change without changing the system. I defend that (...)
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  18. The Principle of Autonomy in Kant's Moral Theory: Its Rise and Fall.Pauline Kleingeld - 2017 - In Eric Watkins, Kant on Persons and Agency. New York: Cambridge University Press. pp. 61-79.
    In this essay, “The Principle of Autonomy in Kant’s Moral Theory: Its Rise and Fall,” Pauline Kleingeld notes that Kant’s Principle of Autonomy, which played a central role in both the Groundwork for the Metaphysics of Morals and the Critique of Practical Reason, disappeared by the time of the Metaphysics of Morals. She argues that its disappearance is due to significant changes in Kant’s political philosophy. The Principle of Autonomy states that one ought to act as if (...)
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  19. The Principle of Generic Consistency as the Supreme Principle of Human Rights.Deryck Beyleveld - 2012 - Human Rights Review 13 (1):1-18.
    Alan Gewirth’s claim that agents contradict that they are agents if they do not accept that the principle of generic consistency (PGC) is the supreme principle of practical rationality has been greeted with widespread scepticism. The aim of this article is not to defend this claim but to show that if the first and least controversial of the three stages of Gewirth’s argument for the PGC is sound, then agents must interpret and give effect to human rights in (...)
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  20. Transparency and the KK Principle.Nilanjan Das & Bernhard Salow - 2018 - Noûs 52 (1):3-23.
    An important question in epistemology is whether the KK principle is true, i.e., whether an agent who knows that p is also thereby in a position to know that she knows that p. We explain how a “transparency” account of self-knowledge, which maintains that we learn about our attitudes towards a proposition by reflecting not on ourselves but rather on that very proposition, supports an affirmative answer. In particular, we show that such an account allows us to reconcile a (...)
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  21.  50
    The principle of the common cause.Miklós Redei, Gabor Hofer-Szabo & Laszlo Szabo - 2013 - Cambridge, U.K: Cambridge University Press. Edited by Miklós Rédei & László E. Szabó.
    The common cause principle says that every correlation is either due to a direct causal effect linking the correlated entities or is brought about by a third factor, a so-called common cause. The principle is of central importance in the philosophy of science, especially in causal explanation, causal modeling and in the foundations of quantum physics. Written for philosophers of science, physicists and statisticians, this book contributes to the debate over the validity of the common cause principle, (...)
  22.  51
    The Principle of Equivalence Reconsidered: Assessing the Relevance of the Principle of Equivalence in Prison Medicine.Fabrice Jotterand & Tenzin Wangmo - 2014 - American Journal of Bioethics 14 (7):4-12.
    In this article we critically examine the principle of equivalence of care in prison medicine. First, we provide an overview of how the principle of equivalence is utilized in various national and international guidelines on health care provision to prisoners. Second, we outline some of the problems associated with its applications, and argue that the principle of equivalence should go beyond equivalence to access and include equivalence of outcomes. However, because of the particular context of the prison (...)
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  23.  81
    In principle obstacles for empathic AI: why we can’t replace human empathy in healthcare.Carlos Montemayor, Jodi Halpern & Abrol Fairweather - 2022 - AI and Society 37 (4):1353-1359.
    What are the limits of the use of artificial intelligence (AI) in the relational aspects of medical and nursing care? There has been a lot of recent work and applications showing the promise and efficiency of AI in clinical medicine, both at the research and treatment levels. Many of the obstacles discussed in the literature are technical in character, regarding how to improve and optimize current practices in clinical medicine and also how to develop better data bases for optimal parameter (...)
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  24.  25
    Towards a principle of most-deeply affected.Afsoun Afsahi - 2020 - Philosophy and Social Criticism 48 (1):40-61.
    This article argues that all-affected principle needs to be reconceptualized to account for the differences in the historical and current social position of those who are or who should be making legitimacy claims. Drawing on Butler’s theory of vulnerability, this article advances a new and more robust all-affected principle that affords a stronger claim to legitimacy to those most-deeply affected by both the current decision in question and the historical process and practices shaping the choices available. In particular, (...)
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  25. The Principle of Alternate Possibilities as Sufficient but not Necessary for Moral Responsibility: A way to Avoid the Frankfurt Counter-Example.Garry Young - 2016 - Philosophia 44 (3):961-969.
    The aim of this paper is to present a version of the principle of alternate possibilities which is not susceptible to the Frankfurt-style counter-example. I argue that PAP does not need to be endorsed as a necessary condition for moral responsibility and, in fact, presenting PAP as a sufficient condition maintains its usefulness as a maxim for moral accountability whilst avoiding Frankfurt-style counter-examples. In addition, I provide a further sufficient condition for moral responsibility – the twin world condition – (...)
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  26. The principle of sufficient reason and necessitarianism.Kris McDaniel - 2019 - Analysis 79 (2):230-236.
    Peter van Inwagen presented a powerful argument against the Principle of Sufficient Reason, which I henceforth abbreviate as ‘PSR’. For decades, the consensus was that this argument successfully refuted PSR. However, now a growing consensus holds that van Inwagen’s argument is fatally flawed, at least when ‘sufficient reason’ is understood in terms of ground, for on this understanding, an ineliminable premiss of van Inwagen’s argument is demonstrably false and cannot be repaired. I will argue that this growing consensus is (...)
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  27. The Principle of Sufficient Reason in Spinoza.Martin Lin - 2013 - In Michael Della Rocca, The Oxford Handbook to Spinoza. New York: Oxford University Press.
  28. The Principle of Sufficient Reason in Asian Thought: Three Case Studies.Ricki Bliss - forthcoming - In Michael Della Rocca & Fatema Amijee, The Principle of Sufficient Reason: A History. Oxford University Press.
    The Principle of Sufficient Reason is very seldom, if ever, referred to in the works of whom we might think of as the eminent Asian metaphysicians. In spite of this, the big picture metaphysical views available in the thought of philosophers such as Nāgārjuna, Fazang and Nishida appear to share certain structural features with views more familiar to us from our own tradition; views that explicitly accept or reject the Principle of Sufficient Reason. Nāgārjuna looks to develop a (...)
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  29. The Principle of Causal Exclusion Does Not Make Sense.Tuomas K. Pernu - 2013 - Philosophical Forum 44 (1):89-95.
    The principle of causal exclusion is based on two distinct causal notions: causal sufficiency and causation simpliciter. The principle suggests that the former has the power to exclude the latter. But that is problematic since it would amount to claiming that sufficient causes alone can take the roles of causes simpliciter. Moreover, the principle also assumes that events can sometimes have both sufficient causes and causes simpliciter. This assumption is in conflict with the first part of the (...)
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  30. The principle of fairness and political obligation.George Klosko - 1987 - Ethics 97 (2):353-362.
    In this now-classic work, he clearly and systematically formulates what others thought impossible_a principle of fairness that specifies a set of conditions which grounds existing political obligations and bridges the gap between the abstract accounts of political principles and the actual beliefs of political actors. Brought up-to-date with a new introduction, this new edition will be of great interest to all interested in political thought.
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  31.  51
    (1 other version)The Principle of Fairness and Political Obligation.George Klosko - 1987 - Rowman & Littlefield Publishers.
    In this now-classic work, he clearly and systematically formulates what others thought impossible_a principle of fairness that specifies a set of conditions which grounds existing political obligations and bridges the gap between the abstract accounts of political principles and the actual beliefs of political actors. Brought up-to-date with a new introduction, this new edition will be of great interest to all interested in political thought.
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  32. The principle of liberty and legal representation of posterity.Kristian Skagen Ekeli - 2006 - Res Publica 12 (4):385-409.
    This paper considers a guardianship model for the legal representation of future generations. According to this model, national and international courts should be given the competence to appoint guardians for future generations, if agents who care about the welfare of posterity apply for the creation of a guardianship in relation to a dispute that can be resolved by the application of law. This reform would grant guardians of future people legal standing or locus standi before courts, that is, the right (...)
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  33. Science and the Principle of Sufficient Reason: Du Châtelet contra Wolff.Aaron Wells - 2023 - Hopos: The Journal of the International Society for the History of Philosophy of Science 13 (1):24–53.
    I argue that Émilie Du Châtelet breaks with Christian Wolff regarding the scope and epistemological content of the principle of sufficient reason, despite his influence on her basic ontology and their agreement that the principle of sufficient reason has foundational importance. These differences have decisive consequences for the ways in which Du Châtelet and Wolff conceive of science.
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  34. The Principle of Sufficient Reason in Early Modern Philosophy of Science: Leibniz, Du Châtelet, and Euler.Aaron Wells - forthcoming - In Michael Della Rocca & Fatema Amijee, The Principle of Sufficient Reason: A History. Oxford University Press.
    I distinguish three ways in which early modern rationalists seek to apply the principle of sufficient reason to empirical science, and critically assess some of their attempts to do so. I focus especially on how these thinkers assume substantive theories of explanation and intelligibility--which are indebted to the mechanist and experimentalist traditions--in many of their deployments of this rationalist principle. A recurring problem is that these philosophers deploy their standards of intelligibility inconsistently: some of their own favored explanations (...)
     
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  35. Kant and the Principle of Sufficient Reason.Huaping Lu-Adler - 2021 - Review of Metaphysics 74 (3):301–30.
    Leibniz, and many following him, saw the Principle of Sufficient Reason (PSR) as pivotal to a scientific (demonstrated) metaphysics. Against this backdrop, Kant is expected to pay close attention to PSR in his reflections on the possibility of metaphysics, which is his chief concern in the Critique of Pure Reason. It is far from clear, however, what has become of PSR in the Critique. On one reading, Kant has simply turned it into the causal principle of the Second (...)
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  36.  98
    One principle and three fallacies of disability studies.John Harris - 2001 - Journal of Medical Ethics 27 (6):383-387.
    My critics in this symposium illustrate one principle and three fallacies of disability studies. The principle, which we all share, is that all persons are equal and none are less equal than others. No disability, however slight, nor however severe, implies lesser moral, political or ethical status, worth or value. This is a version of the principle of equality. The three fallacies exhibited by some or all of my critics are the following: Choosing to repair damage or (...)
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  37. Metaphysics of the principle of least action.Vladislav Terekhovich - 2017 - Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 62:189-201.
    Despite the importance of the variational principles of physics, there have been relatively few attempts to consider them for a realistic framework. In addition to the old teleological question, this paper continues the recent discussion regarding the modal involvement of the principle of least action and its relations with the Humean view of the laws of nature. The reality of possible paths in the principle of least action is examined from the perspectives of the contemporary metaphysics of modality (...)
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  38. The principle of continuity and Leibniz's theory of consciousness.Larry M. Jorgensen - 2009 - Journal of the History of Philosophy 47 (2):pp. 223-248.
    Leibniz viewed the principle of continuity, the principle that all natural changes are produced by degrees, as a useful heuristic for evaluating the truth of a theory. Since the Cartesian laws of motion entailed discontinuities in the natural order, Leibniz could safely reject it as a false theory. The principle of continuity has similar implications for analyses of Leibniz's theory of consciousness. I briefly survey the three main interpretations of Leibniz's theory of consciousness and argue that the (...)
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  39.  94
    The principle of constituted identities and the obligation to include.Rogers M. Smith - 2008 - Ethics and Global Politics 1 (3).
    Most analysts agree that democratic theorists have not offered a persuasive answer to the question of how the boundaries of a demos, a democratic people, should legitimately be defined. Some contend that boundaries should be maintained in ways that preserve sufficient sense of common identity to sustain support for redistributive policies. Many others endorse the “principle of all affected interests,” but it has been widely criticized as unrealistically destructive of too many existing community boundaries. This essay argues for an (...)
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  40.  28
    The Proactionary Principle.Max More - 2013 - In Max More & Natasha Vita-More, The Transhumanist Reader: Classical and Contemporary Essays on the Science, Technology, and Philosophy of the Human Future. Chichester, West Sussex, UK: Wiley-Blackwell. pp. 258–267.
    In the past, it was possible to approach transhumanism as primarily involving philosophical discussion and technological speculation. While transhumanist goals such as radical life extension, uploading, and cognitive, sensory, and physical enhancement were speculative they were also considered scientifically feasible, even if the technologies to achieve those goals appeared remote.
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  41. A Defense of the Principle of Indifference.Greg Novack - 2010 - Journal of Philosophical Logic 39 (6):655-678.
    The principle of indifference (hereafter ‘Poi’) says that if one has no more reason to believe A than B (and vice versa ), then one ought not to believe A more than B (nor vice versa ). Many think it’s demonstrably false despite its intuitive plausibility, because of a particular style of thought experiment that generates counterexamples. Roger White ( 2008 ) defends Poi by arguing that its antecedent is false in these thought experiments. Like White I believe Poi, (...)
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  42.  40
    The principle of transparence and semantic antinomies.L. Koj - 1963 - Studia Logica 14 (1):254-254.
  43. Indifference principle and anthropic principle in cosmology.Ernan McMullin - 1993 - Studies in History and Philosophy of Science Part A 24 (3):359-389.
    The successes scored by the big bang model of cosmic evolution in the 1960’s led to an intensive application of quantum theory to the problem of how the expansion might have begun and what its likely first stages were. It seemed as though an incredibly precise setting of the initial conditions would have been needed in order that a long-lived galactic universe containing heavy elements might develop. One response was to suppose that the fine-tuning could somehow be explained by the (...)
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  44. The principle of charity and the problem of irrationality (translation and the problem of irrationality).David K. Henderson - 1987 - Synthese 73 (2):225 - 252.
    Common formulations of the principle of charity in translation seem to undermine attributions of irrationality in social scientific accounts that are otherwise unexceptionable. This I call the problem of irrationality. Here I resolve the problem of irrationality by developing two complementary views of the principle of charity. First, I develop the view (ill-developed in the literature at present) that the principle of charity is preparatory, being needed in the construction of provisional first-approximation translation manuals. These serve as (...)
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  45. Anthropic principle in physical models without time and dynamics.Andrey Smirnov - manuscript
    The construction of space-time in a physical system without time and dynamics is considered. It is shown that the anthropic principle and causality principle inevitably arise in models without time and dynamics. It is shown that for any physical model based on a system without time and dynamics, the anthropic principle is a scientific principle and, in principle, can be falsified. It is shown that, in principle, there is the possibility of experimental verification of (...)
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  46. The Uniformity Principle vs. the Disuniformity Principle.Seungbae Park - 2017 - Acta Analytica 32 (2):213-222.
    The pessimistic induction is built upon the uniformity principle that the future resembles the past. In daily scientific activities, however, scientists sometimes rely on what I call the disuniformity principle that the future differs from the past. They do not give up their research projects despite the repeated failures. They believe that they will succeed although they failed repeatedly, and as a result they achieve what they intended to achieve. Given that the disuniformity principle is useful in (...)
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  47.  37
    The principle of coherence between internal and external migration: an apagogical argument for open borders?Borja Niño Arnaiz - 2024 - Ethics and Global Politics 17 (1):1-19.
    There is a broad consensus on the legitimacy of states to control immigration. However, this belief has recently been questioned, among other reasons, due to the contradiction with current practices in emigration and internal mobility. The principle of symmetry states that any restriction on immigration should also apply to emigration; or that, to the contrary, if there is a right to emigrate, there should be a corresponding right to immigrate. The principle of coherence posits that every reason one (...)
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  48.  64
    The Principle of Merit and the capital-labour split.Jeppe von Platz - 2022 - Economics and Philosophy 38 (1):1-23.
    Some meritocratic defenders of capitalism rely on the principle that cooperators should receive a share of the product commensurate with their contribution. However, such defences of capitalism fail due to a dilemma. Either they rely on an understanding of contribution that arguably will be reflected by the capital-labour split in suitably idealized capitalist economies, but cannot serve as a plausible standard of merit; or they rely on an interpretation of contribution that is a plausible standard of merit, but which (...)
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  49.  91
    The principle of the common cause faces the Bernstein paradox.Jos Uffink - 1999 - Philosophy of Science 66 (3):525.
    I consider the problem of extending Reichenbach's principle of the common cause to more than two events, vis-a-vis an example posed by Bernstein. It is argued that the only reasonable extension of Reichenbach's principle stands in conflict with a recent proposal due to Horwich. I also discuss prospects of the principle of the common cause in the light of these and other difficulties known in the literature and argue that a more viable version of the principle (...)
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  50. The principle of humanity and the principle of utility.Ted Honderich - 2007 - In Leemon McHenry & Pierfrancesco Basile, Consciousness, Reality and Value: Philosophical Essays in Honour of T. L. S. Sprigge. Frankfurt, Germany: Ontos Verlag.
     
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