Image segmentation in land cover regions which are overlapping in satellite imagery, is one crucial challenge. To detect true belonging of one pixel becomes a challenging problem while classifying mixed pixels in overlapping regions. In current work, we propose one new approach for image segmentation using a hybrid algorithm of K-Means and Cellular Automata algorithms. This newly implemented unsupervised model can detect cluster groups using hybrid 2-Dimensional Cellular-Automata model based on K-Means segmentation approach. This approach detects different land use land (...) cover areas in satellite imagery by existing K-Means algorithm. Since it is a discrete dynamical system, cellular automaton realizes uniform interconnecting cells containing states. In the second stage of current model, we experiment with a 2-dimensional cellular automata to rank allocations of pixels among different land-cover regions. The method is experimented on the watershed area of Ajoy river (India) and Salinas (California) data set with true class labels using two internal and four external validity indices. The segmented areas are then compared with existing FCM, DBSCAN and K-Means methods and verified with the ground truth. The statistical analysis results also show the superiority of the new method. (shrink)

Noted biologist and philosopher Sahotra Sarkar exposes the frauds and fallacies of Intelligent Design Theory, and its claim to be ‘good science’. A scientific and philosophical exploration of the debate between evolutionary theory and Intelligent Design in the classroom Puts the debate into its scientific and historical context Looks at a variety of topics, including the relation between Darwinism and modern evolutionary theory, the use of computer science and information theory by the creationists, and the idea of metaphysical naturalism (...) Rejects Intelligent Design’s claim to legitimacy, showing clearly how and why it is an unsuitable alternative to evolutionary biology in the classroom A thought-provoking book for those seeking to understand an intellectual debate that is shaping our education policies Forms part of the provocative and timely _Blackwell Public Philosophy_ series. (shrink)

With the advent of the Human Genome Project there have been many claims for the genetic origins of complex human behavior including insanity, criminality, and intelligence. But what does it really mean to call something 'genetic'? This is the fundamental question that Sahotra Sarkar's book addresses. The author analyses the nature of reductionism in classical and molecular genetics. He shows that there are two radically different kinds of reductionist explanation: genetic reduction (as found in classical genetics) and physical reduction (...) (found in molecular genetics). This important book clarifies the meaning of the term 'genetic', shows how molecular studies have affected genetics, and provides the philosophical background necessary to understand the debates over the Human Genome Project. It will be of particular interest to professionals and students in the philosophy of science, the history of science, and the social studies of science, medicine, and technology. (shrink)

The philosophy of science is the branch of philosophy that examines the profound philosophical questions that arise from scientific research and theories. A sub-discipline of philosophy that emerged in the twentieth century, the philosophy of science is largely a product of the British and Austrian schools of thought and traditions. The first in-depth reference in the field that combines scientific knowledge with philosophical inquiry, The Philosophy of Science: An Encyclopedia is a two-volume set that brings together an international team of (...) leading scholars to provide over 130 entries on the essential concepts in the philosophy of science. The areas covered include biology, chemistry, epistemology and metaphysics, physics, psychology and mind, the social sciences, and key figures in the combined studies of science and philosophy. Essays range in length from 3,000 to 7,500 words and represent the most up-to-date philosophical thinking on timeless scientific topics such as determinism, explanation, laws of nature, perception, individuality, time, and economics as well as timely topics like adaptation, conservation biology, quantum logic, consciousness, evolutionary psychology, and game theory. Offering thorough explorations and destined to become the most authoritative presentation of the field available, this Encyclopedia is a unique and groundbreaking guide to this fascinating field. (shrink)

Despite the transformation in biological practice and theory brought about by discoveries in molecular biology, until recently philosophy of biology continued to focus on evolutionary biology. When the Human Genome Project got underway in the late 1980s and early 1990s, philosophers of biology -- unlike historians and social scientists -- had little to add to the debate. In this landmark collection of essays, Sahotra Sarkar broadens the scope of current discussions of the philosophy of biology, viewing molecular biology as (...) a unifying perspective on life that complements that of evolutionary biology. His focus is on molecular biology, but the overriding question behind these papers is what molecular biology contributes to all traditional areas of biological research.Molecular biology -- described with some foresight in a 1938 Rockefeller Foundation report as a branch of science in which "delicate modern techniques are being used to investigate ever more minute details" -- and its modeling strategies apparently argue in favor of physical reductionism. Sarkar's first three chapters explore reductionism -- defending it, but cautioning that reduction to molecular interactions is not necessarily a reduction to genetics. The next sections of the book discuss function, exploring how functional explanations pose a problem for reductionism; the informational interpretation of biology and how it interacts with reductionism; and the tension between the unifying framework of molecular biology and the received framework of evolutionary theory. The concluding chapter is an essay in the emerging field of developmental evolution, exploring what molecular biology may contribute to the transformation of evolutionary theory as evolutionary theory takes into account morphogenetic development. (shrink)

This book explores the epistemological and ethical issues at the foundations of environmental philosophy, emphasising the conservation of biodiversity. Sahota Sarkar criticises attempts to attribute intrinsic value to nature and defends an anthropocentric position on biodiversity conservation based on an untraditional concept of transformative value. Unlike other studies in the field of environmental philosophy, this book is as much concerned with epistemological issues as with environmental ethics. It covers a broad range of topics, including problems of explanation and prediction (...) in traditional ecology and how individual-based models and Geographic Information Systems technology is transforming ecology. Introducing a brief history of conservation biology, Sarkar analyses the consensus framework for conservation planning through adaptive management. He concludes with a discussion of directions for theoretical research in conservation biology and environmental philosophy. (shrink)

Comprised of essays by top scholars in the field, this volume offers concise overviews of philosophical issues raised by biology. Brings together a team of eminent scholars to explore the philosophical issues raised by biology Addresses traditional and emerging topics, spanning molecular biology and genetics, evolution, developmental biology, immunology, ecology, mind and behaviour, neuroscience, and experimentation Begins with a thorough introduction to the field Goes beyond previous treatments that focused only on evolution to give equal attention to other areas, such (...) as molecular and developmental biology Represents both an authoritative guide to philosophy of biology, and an accessible reference work for anyone seeking to learn about this rapidly-changing field. (shrink)

By now it has become commonplace to note that the early Carnap was strongly influenced by Kant and the neo-Kantianism of his day.1 As early as 1977 Haack noted some striking similarities between the Aufbau and the first Critique; since then, Haack’s observation has been underscored by documenting the explicit role of the neo-Kantians in Carnap’s early education and intellectual development.2 Whether or not Carnap in the Aufbau was at all interested in traditional empiricism, or even strongly influenced by Russell, (...) remains debatable.3 However, a decisive early influence of Kant cannot be persuasively denied. Nevertheless, Kant and the neo-Kantians do not comprise the whole story. An equally important influence on Carnap in Der Raum, though perhaps slightly less so in the Aufbau, was Husserl.4 This paper begins the project of tracing the precise extent and nature of that influence.KeywordsPhysical SpaceFormal SpaceLogical EmpiricismVienna CircleLogical SyntaxThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves. (shrink)

Structural realism holds that ontological commitments induced by successful scientific theories should focus on the structures rather than the objects posited by the theories. Thus structural realism goes beyond the empirical adequacy criterion of traditional (or constructive) empiricism. It also attempts to avoid the problems scientific realism faces in contexts of radical theory change accompanied by discordant shifts in posited theoretical objects. Structural realism emerged in the context of attempts to interpret developments in twentieth-century physics. In a biological context, Stanford (...) (2006) provided pre-emptive criticism. French (2011, 2012) has since attempted to answer those criticisms and extend structural realism to the biological realm. This paper argues that, though Stanford’s criticism may be misplaced, and structural realism fares much better than traditional scientific realism in biological contexts, it remains a promissory note. The promise is based on shifting the focus of the debate from the status of biological laws to that of biological organization, an issue that remains a live debate within biology. (shrink)

Maynard Smith notes that he provides a natural history and not a philosophical analysis of the use of concepts of information in contemporary biology. Just a natural history, however rich, would do little to resolve the ongoing controversy about the role of these concepts in biology. None of the disputants deny that the biological use of these concepts is pervasive. The dispute is about whether these concepts—and the framework in which they are embedded—continue to be of explanatory value in contemporary (...) biology. Fortunately, Maynard Smith does much more than provide a natural history: his contribution is also a sustained attempt to justify many of the uses of information in biology. (shrink)

Under what conditions is a group of scientists rational? How would rational scientists collectively agree to make their group more effective? What sorts of negotiations would occur among them and under what conditions? What effect would their final agreement have on science and society? These questions have been central to the philosophy of science for the last two decades. In this 2007 book, Husain Sarkar proposes answers to them by building on classical solutions - the skeptical view, two versions (...) of the subjectivist view, the objectivist view, and the view of Hilary Putnam. Although he finds these solutions not completely adequate, Sarkar retrieves what is of value from them and also expropriates the arguments of John Rawls and Amartya Sen, in order to weave a richer, deeper, and more developed theory of group rationality. (shrink)

David Malament's (1977) well-known result, which is often taken to show the uniqueness of the Poincare-Einstein convention for defining simultaneity, involves an unwarranted physical assumption: that any simultaneity relation must remain invariant under temporal reflections. Once that assumption is removed, his other criteria for defining simultaneity are also satisfied by membership in the same backward (forward) null cone of the family of such cones with vertices on an inertial path. What is then unique about the Poincare-Einstein convention is that it (...) is independent of the choice of inertial path in a given inertial frame, confirming a remark in Einstein 1905. Similarly, what is unique about the backward (forward) null cone definition is that it is independent of the state of motion of an observer at a point on the inertial path. (shrink)

Reductionism concerns a set of ontological and epistemological claims, and methodological strictures based on them, about the relationship between two different scientific domains. The critical assumption is that one of these domains is privileged over the other in the sense that the concepts, rules, laws, and other elements of the privileged domain can be used to specify, constitute, or account for those of the other “reduced” domain. This specification often consists of explanation, such that the “reducing” domain is epistemically privileged (...) over the reduced one. Explanations of this type are “reductionist” (or, are “reductions”) and reductionism is then the thesis that such explanations will always be forthcoming or at least are possible in principle. Reductionism is most plausible if the entities of the reduced domain can be interpreted as arising from (e.g., as aggregates of) entities of the reduced domain. This ontological claim is controversial but motivates many reductionist theses and associated scientific research programs. Thus, epistemological and ontological claims about reductionism have the methodological implication that they should govern and guide scientific research. When such research proves to be fruitless over a period of time, the associated reductionist claims themselves become suspect. Although issues connected with reductionism arise in the physical and social sciences, most attention to reductionism in philosophy of science over the last few decades has focused on the biological sciences, especially after the advent of molecular biology made it plausible to believe that biological phenomena can be uniformly explained (in detail) from their physical basis. However, the program of finding such explanations has a long philosophical history often couched in terms of seeking “mechanical,” “mechanistic,” or “materialistic” explanations. The contrast here is with traditional vitalism and various forms of teleology and holism. (shrink)

Derek Parfit's On What Mattersis widely recognized as elegant, profound, and destined to change the landscape of moral philosophy. In Volume One, Parfit argues that the distinct--indeed, powerfully conflicting--theories of deontology and contractualism can be woven together in a way so as to yield utilitarian conclusions. Husain Sarkar in this book calls this, The Ultimate Derivation. Sarkar argues, however, that this derivation is untenable. To underwrite this conclusion, this book traverses considerable Parfitian terrain. Sarkar shows why Parfit (...) hasn't quite solved what Sidgwick had called "the profoundest problem in ethics"; he offers a reading of Kant, Rawls, and Scanlon that reveals Parfit's keen utilitarian bias; and he demonstrates why Parfit's Triple Theorydoes not succeed in its task of unifying conflicting moral theories. The final chapter of the book is about meta-ethics. It shows that Parfit's Convergence Principleis mistaken even though it unveils Parfit's utterly humane concerns: Moral philosophers are not, as Parfit thinks, climbing the same mountain. But for all that, Sarkar maintains, Parfit's book is arguably the greatest consequential tract in the history of moral philosophy. shows that Parfit's Convergence Principleis mistaken even though it unveils Parfit's utterly humane concerns: Moral philosophers are not, as Parfit thinks, climbing the same mountain. But for all that, Sarkar maintains, Parfit's book is arguably the greatest consequential tract in the history of moral philosophy. (shrink)

Polygenic score (PGS) computations assume an additive model of gene action because associations between phenotypes and alleles at different loci are compounded, ignoring interactions between alleles or loci let alone between genotype and environment. Consequently, PGSs are subject to the same objections that invalidated traditional heritability analyses in the 1970s. Thus, PGSs should not be used in the social sciences.

On the basis of distinctions between those properties of entities that can be defined without reference to other entities and those that (in different ways) cannot, this note argues that non-trivial forms of frequency-dependent selection of entities should be interpreted as selection occurring at a level higher than that of those entities. It points out that, except in degenerately simple cases, evolutionary game-theoretic models of selection are not models of individual selection. Similarly, models of genotypic selection such as heterosis cannot (...) be legitimately interpreted as models of genic selection. The analysis presented here supports the views that: (i) selection should be viewed as a multi-level process; (ii) upper-level selection is ubiquitous; (iii) kin selection should be viewed as a type of group selection rather than individual selection; and (iv) inclusive fitness is not an individual property. (shrink)

Environmental philosophy is a hybrid discipline drawing extensively from epistemology, ethics, and philosophy of science and analyzing disciplines such as conservation biology, restoration ecology, sustainability studies, and political ecology. The book being discussed both provides an overview of environmental philosophy and develops an anthropocentric framework for it. That framework treats natural values as deep cultural values. Tradeoffs between natural values are analyzed using decision theory to the extent possible, leaving many interesting question for philosophical deliberation. This framework is supposed to (...) be applicable in practical contexts. (shrink)

This paper attempts a critical reappraisal of Nagel's (1961, 1970) model of reduction taking into account both traditional criticisms and recent defenses. This model treats reduction as a type of explanation in which a reduced theory is explained by a reducing theory after their relevant representational items have been suitably connected. In accordance with the deductive-nomological model, the explanation is supposed to consist of a logical deduction. Nagel was a pluralist about both the logical form of the connections between the (...) reduced and reducing theories (which could be conditionals or biconditionals) and their epistemological status (as analytic connections, conventions, or synthetic claims). This paper defends Nagel's pluralism on both counts and, in the process, argues that the multiple realizability objection to reductionism is misplaced. It also argues that the Nagel model correctly characterizes reduction as a type of explanation. However, it notes that logical deduction must be replaced by a broader class of inferential techniques that allow for different types of approximation. Whereas Nagel (1970), in contrast to his earlier position (1961), recognized the relevance of approximation, he did not realize its full import for the model. Throughout the paper two case studies are used to illustrate the arguments: the putative reduction of classical thermodynamics to the kinetic theory of matter and that of classical genetics to molecular biology. (shrink)

This article is a systematic critical survey of work done in the philosophy of biology within the logical empiricist tradition, beginning in the 1930s and until the end of the 1950s. It challenges a popular view that the logical empiricists either ignored biology altogether or produced analyses of little value. The earliest work on the philosophy of biology within the logical empiricist corpus was that of Philipp Frank, Ludwig von Bertalanffy, and Felix Mainx. Mainx, in particular, provided a detailed analysis (...) of biology in the 1930s and 1940s in his contribution to the logical empiricists’ Encyclopedia of Unified Science. However, the most important contributions to the philosophy of biology were those of Joseph Henry Woodger and Ernest Nagel. Woodger is primarily remembered for deploying the axiomatic method in biology but he also used semiformal methods for the analysis of many biological problems. While Woodger’s axiomatic work was often derided by some later philosophers of biology (e.g., David Hull and Michael Ruse), this article defends both the biological and the philosophical significance of some of that work, for instance, those aspects that led to the recognition of the conceptual complexity of mereology and temporal identity in biological systems. Woodger’s semiformal analyses were even more important, for instance, his explication of the concepts of the Bauplan and of innateness. Nagel’s importance lies in his analyses of reduction and emergence in the context of all empirical sciences and his use of these analyses in a careful exploration of biological problems. While Nagel’s model of reduction was generally rejected by philosophers of science in the 1970s and 1980s, particularly for biological contexts, it has recently been sympathetically reconstructed by many commentators; this article defends its continued relevance for the philosophy of biology. (shrink)

This chapter contains section titled: Introduction Classical Molecular Biology Genomics and Post‐Genomics Proteomics Towards a Systems Biology? Philosophical Implications Conclusions: An Invitation References.

This book is a collection of papers which reflect the recent trends in the philosophy and history of molecular biology. It brings together historians, philosophers, and molecular biologists who reflect on the discipline's emergence in the 1950's, its explosive growth, and the directions in which it is going. Questions addressed include: (i) what are the limits of molecular biology? (ii) What is the relation of molecular biology to older subdisciplines of biology, especially biochemistry? (iii) Are there theories in molecular biology? (...) (iv) If so, how are these theories structured? (v) What role did information theory play in the rise of molecular biology? The book will open the way for many future researchers. (shrink)

Conservation biology emerged as an organized academic discipline in the United States in the 1980s though much of its theoretical framework was originally developed in Australia. Significant differences of approach in the two traditions were resolved in the late 1990s through the formulation of a consensus framework for the design and adaptive management of conservation area networks. This entry presents an outline of that framework along with a critical analysis of conceptual issues concerning the four theoretical problems that emerge from (...) it: (i) place prioritization for conservation action; (ii) the selection of surrogates for biodiversity in conservation planning; (iii) the assessment of vulnerability of conservation areas; and (iv) the synchronization of incommensurable criteria including socio-economic constraints on conservation planning. (shrink)

Intelligent Design creationism is often criticized for failing to be science because it falls afoul of some demarcation criterion between science and non-science. This paper argues that this objection to Intelligent Design is misplaced because it assumes that a consistent non-theological characterization of Intelligent Design is possible. In contrast, it argues that, if Intelligent Design is taken to be non-theological doctrine, it is not intelligible. Consequently, a demarcation criterion cannot be used to judge its status. This position has the added (...) advantage of providing reasons to reject Intelligent Design creationism without invoking potentially philosophically controversial demarcation criteria. (shrink)

Ludwig Wittgenstein's interest in the writings of Rabindranath Tagore, is recognized among scholars worldwide though little has been written on his fascination with Tagore's poetry and symbolic plays. In Language, Limits, and Beyond, Priyambada Sarkar explores Tagore and Wittgenstein's philosophical arguments on the concept of 'threshold of language and meaning', highlighting the systematic connections between Tagore's canon and Wittgenstein's early works. Situatingher study in the early 1900s, when Tagore's poetry had just become available in Europe, Sarkar finds similarities (...) between Tagore's and Wittgenstein's exploration of the limits of language. She argues that Wittgenstein's early philosophy can be better understood when juxtaposed with Tagore.Drawing parallels between the worlds of philosophy and poetry, Sarkar identifies the point of convergence of their two philosophies in the realm of language, tracing how they reach surprisingly similar conclusions through entirely different paths of inquiry. Sarkar finally claims that such important points of contact will help one to arrange the pieces of the Tractarian jigsaw puzzle in a manner where all the pieces of logic, language, world, and the mystical will fall into place and form acoherent picture. (shrink)

Within Robert Nozick's theory of Justice as presented in his Anarchy, State and Utopia, does the Lockean proviso dovetail with the theory of entitlement? The main burden of this paper is to establish that far from dovetailing, there is a serious conflict between the two.Nozick's theory of Justice consists of at least three principles, namely, the principle of Justice in acquisition, the principle of Justice in transfer, and the principle of rectification of injustice. These principles treat the topics of how (...) unheld things came to be held, how they came to be transferred, and how injustice in respect to them came to be corrected or rectified. Although Nozick does not provide a detailed philosophical picture of these principles of Justice, he says enough about each of them by way of examples and explanations to constitute a powerful, criticizable doctrine. (shrink)

The following piece is a response to the critiques from Frank, Garson, and Odenbaugh. The issues at stake are: the definition of biodiversity and its normativity, historical fidelity in ecological restoration, naturalism in environmental ethics, and the role of decision theory. The normativity of the concept of biodiversity in conservation biology is defended. Historical fidelity is criticized as an operative goal for ecological restoration. It is pointed out that the analysis requires only minimal assumptions about ethics. Decision theory is presented (...) as a tool, not a domain-limiting necessary requirement for environmental philosophy. (shrink)

In decision-making the first step is to get knowledge about alternatives which can deliver "a" required objective. The second step is to choose one from the many options using a suitable "criterion". The third is to recognise the famous lesson from Bhagabad Gita that one can control his actions but not the result and be prepared with a "coping strategy" in case of a failure. The two central aspects in decision making are knowledge and choice. Choice is based on certain (...) cost-benefit; which entail an intangible part where religion assumes importance in resolving moral conflicts. The religious principles of decision making according to four religions will be briefly documented and analysed. A "universal" decision making process consistent with the religious principles as well as applicable to the present day socio-economic panorama will be identified. (shrink)

This paper analyzes the concept of biodiversity in conservation biology and assesses potential methods for its measurement.

The ongoing controversy about the possibility of directed mutations in bacteria is examined for its methodological, and thereby philosophical, implications. The method of fluctuation analysis, widely used to investigate whether mutations are random or directed, is described and subjected to a conceptual critique which shows that it cannot decide whether some mutations are directed while most are random. In this context, recent experiments that exploit this possibility to suggest that directed mutations occur in bacteria are described. Interpretive and experimental responses (...) to such claims are briefly analyzed. Finally it is argued that mere statistical analysis, such as fluctuation analysis, cannot resolve this dispute. What will probably be required is an investigation of mechanisms of mutagenesis, an investigation that is intrinsically reductive. (shrink)

Abstract:Contemporary painting is a complex practice, and artists regularly incorporate elements from different media such as photography, textile, and performance. Despite its status being diminished by different conceptual art movements, painting still has a critically important place in the artworld. This importance is largely due to painting’s ability to stretch across media and make a direct appeal to the senses. In this article, an attempt is made to theorize the facility of painting to incorporate different media and its resulting reflexivity. (...) Maurice Merleau-Ponty’s theory of embodiment and phenomenological theory of metaphor provide the theoretical means to articulate reflexivity in painting. Curatorial writing about contemporary painting and case studies of young painters from India form a backdrop for the analysis of examples from the painting practice of one of the authors to demonstrate the material dynamism of painting. It is shown that this reflexivity is intimately related to the sensuous texture of materials used in the creation of the paintings under discussion. The first-person narrative of artistic process and production provides insight into the embodied process of making and manipulating media and evidence that painters can create new insights about the ontology of painting. (shrink)

The emergence of CRISPR/Cas9 technology has revolutionized gene editing and made both gene therapy and eugenic control of future human evolution plausible. This accessible book puts these developments in their historical and scientific contexts and analyzes the policy and ethical challenges they raise. It presents the case for altering the human germ-line to eliminate a large number of genetic diseases controlled by a single or few genes, while pointing out that gene therapy is likely to ineffective for diseases with more (...) complex causation. In parallel it explores the possibility of genetic enhancement in a similarly subscribed set of cases. But it also argues that, in general, genetic enhancement is ethically problematic and should be approached with caution. Given the success of CRISPR/Cas9 gene editing, and the explosion of related techniques, in practice it would be virtually impossible to ban germ-line editing for the future. A more useful goal is to regulate it with oversight that represents all stakeholders. That, in turn, requires an informed public discussion of these issues which this book aims to foster. (shrink)

Study on religious and social values of people as influenced by the philosophical views of Ramakrishna, 1836-1886 in his time.

In the paper I examine (Section I) the best defense for the claim that methodologies shouldnot function heuristically (thesis-LW) as it appears in John Worrall. I then evaluate (Section II) his proposal of a criterion* M which is offered as a criterion for evaluating competing methodologies such as falsificationism, conventionalism, methodology of research programmes. etc. Finally, I consider (Section III) the consequences of arguments presented earlier (Section I and II) as they bear on the problem of selecting a historiographical model.I (...) argue, among other things, (I) that thesis-LW is defended on some very dubious assumptions; (II) that Worrall's criterion* M falters under three clear cases two of which at least*M should accomodate, and that part of* M's failure can be linked to its being hooked to thesis-LW. By arguments analogous to the ones which serve* M, I show thatcontra John Worrall and John Watkins, thesis-LW is testable; finally, (III) if we accept arguments for thesis-LW and* M we are left with a skeptical conclusion with respect to the choice of a historiographical model which Worrall by parity of reasoning should accept, but does not. (shrink)