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An Introduction to Optimization with Applications in Machine Learning and Data Analytics: Jeffrey Paul Wheeler An Introduction to Optimization with Applications in Machine Learning and Data Analytics
Jeffrey Paul Wheeler
R2,608 Discovery Miles 26 080 Ships in 9 - 15 working days

The primary goal of this text is a practical one. Equipping students with the enough knowledge and creating an independent research platform, the author strives to prepare students for professional careers. Providing students with a marketable skill set requires topics from many areas of optimization. The initial goal of this text is to develop marketable skill set for mathematics majors but also for students of engineering, computer science, economics, statistics, and business. Optimization reaches into many different fields. This text provides a balance where one is needed. Mathematics optimization books are often too heavy on theory without enough applications; texts aimed at business students are often strong on applications, but weak on math. The book represents an attempt at overcoming this imbalance for all students taking such a course. The book contains many applications but also explains the mathematics behind the techniques. There are even definitions and theorems. Optimization techniques are at the heart of the first spam filters, are used in self-driving cars, play a great role in machine learning and can be used in such places as determining a batting order in a Major League Baseball game. Additionally, it has seemingly limitless other applications in business and industry. In short, knowledge of this subject offers an individual both a very marketable skill set for a wealth of jobs as well as useful tools for research in many academic disciplines. Many of the problems rely on using a computer. Microsoft’s Excelis most often used as this is common in business, but Python and other languages are considered. The reason for this is to experience mathematics and engineering students using MatLab or Mathematica, the economics and business majors using Excel, and the computer science students writing their own programs in Java or Python.

New Essays in Political and Social Philosophy: Volume 29, Part 1 (Paperback, New): Ellen Frankel Paul, Fred D. Miller Jr,... New Essays in Political and Social Philosophy: Volume 29, Part 1 (Paperback, New)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R855 Discovery Miles 8 550 Ships in 12 - 17 working days

Whether it is a result of nature, the consequence of a choice to escape the state of nature, or the outcome of some other process of deliberation, the fact of human association gives rise to recurrent themes in political and social philosophy. The character and requirements of justice, the profile of political legitimacy, and the relationship between the powers of government and the rights of the governed are some of the subjects of ongoing consideration and debate in the disciplines of philosophy, political theory, economics, and law. This volume represents a contribution to the investigation of these issues of perennial interest and import, featuring essays whose authors hope to extend, deepen, and, in some cases, move in new directions, the current state of discussion.

Natural Rights Individualism and Progressivism in American Political Philosophy: Volume 29, Part 2 (Paperback, New Ed): Ellen... Natural Rights Individualism and Progressivism in American Political Philosophy: Volume 29, Part 2 (Paperback, New Ed)
Ellen Frankel Paul, Jeffrey Paul, Fred D. Miller Jr
R945 Discovery Miles 9 450 Ships in 12 - 17 working days

The essays in this collection investigate two political traditions and their critical interactions. The first series of essays deals with the development of natural rights individualism, some examining its origins in the thought of the seminal political theorist, John Locke, and the influential constitutional theorist, Montesquieu, others the impact of their theories on intellectual leaders during the American Revolution and the Founding era, and still others the culmination of this tradition in the writings of nineteenth-century individualists such as Lysander Spooner. The second series of essays focuses on the Progressive repudiation of natural rights individualism and its far-reaching effect on American politics and public policy.

Natural Resources, the Environment, and Human Welfare: Volume 26, Part 2 (Paperback, New Ed): Ellen Frankel Paul, Fred D.... Natural Resources, the Environment, and Human Welfare: Volume 26, Part 2 (Paperback, New Ed)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R1,037 Discovery Miles 10 370 Ships in 12 - 17 working days

Modern industrial societies have achieved a level of economic prosperity undreamed of in earlier times, but in the view of the contemporary environmental movement, the prosperity has come at the cost of serious degradations to the natural world. For environmental advocates, problems such as resource depletion, air and water pollution, global warming, and the loss of biodiversity represent due threats to the well-being of human societies and the planet itself. But just how serious are these threats, and how should we go about confronting them? Do environmental problems call for more extensive government controls over industrial activity, energy policy, and the like, or is it possible to find solutions by harnessing the incentives of the free market? The essays in this collection address these questions and explore related issues.

Objectivism, Subjectivism, and Relativism in Ethics: Volume 25, Part 1 (Paperback): Ellen Frankel Paul, Fred Miller Jr.,... Objectivism, Subjectivism, and Relativism in Ethics: Volume 25, Part 1 (Paperback)
Ellen Frankel Paul, Fred Miller Jr., Jeffrey Paul
R1,066 Discovery Miles 10 660 Ships in 12 - 17 working days

Do we desire things because they are good, or are they good because we desire them? Objectivists answer that we desire things because they are good; subjectivists answer that things are good because we desire them. Further, does it make sense to account for moral disagreement by claiming, as the moral relativist does, that something might be good for one person but not for another? Some essays in this book consider whether objective moral truths can be grounded in an understanding of the nature of human beings as rational and social animals. Some discuss the ethical theories of historical figures-Aristotle, Aquinas, or Kant-or offer critical assessments of the work of recent and contemporary theorists-such as Moore, Putnam, Ayn Rand, Philippa Foot, and Rosalind Hursthouse. Other essays ask whether moral principles and values can be constructed through a process of practical reasoning or deliberation. Still others consider what the phenomenology of our moral experiences can reveal about moral objectivity.

Taxation, Economic Prosperity, and Distributive Justice: Volume 23, Part 2 (Paperback): Ellen Frankel Paul, Fred D. Miller Jr,... Taxation, Economic Prosperity, and Distributive Justice: Volume 23, Part 2 (Paperback)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R695 Discovery Miles 6 950 Ships in 12 - 17 working days

What constitutes a just tax system, and what are its moral foundations? Should a society's tax regime be designed to achieve a just distribution of wealth among its citizens, or should such a regime be designed to promote economic growth, rising standards of living, and increasing levels of employment? Are these two goals compatible or incompatible? Why should justice not require, or at least lead to, an increase in general prosperity? The essays in this volume examine the history of tax policies and the normative principles that have informed the selection of various types of taxes and tax regimes; economic data to discover which tax policies lead to economic growth; particular theories of justice or property rights regarding the design of tax systems; and other essays propose specific tax reforms. Still others challenge traditional theories of taxation, offering new ways of understanding the fiscal relationship between governments and their citizens.

Personal Identity: Volume 22, Part 2 (Paperback): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Personal Identity: Volume 22, Part 2 (Paperback)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R820 Discovery Miles 8 200 Ships in 12 - 17 working days

What is a person? What makes me the same person today that I was yesterday or will be tomorrow? Philosophers have long pondered these questions. In Plato's Symposium, Socrates observed that all of us are constantly undergoing change: we experience physical changes to our bodies, as well as changes in our 'manners, customs, opinions, desires, pleasures, pains, [and] fears'. Aristotle theorized that there must be some underlying 'substratum' that remains the same even as we undergo these changes. John Locke rejected Aristotle's view and reformulated the problem of personal identity in his own way: is a person a physical organism that persists through time, or is a person identified by the persistence of psychological states, by memory? These essays - written by prominent philosophers and legal and economic theorists - offer valuable insights into the nature of personal identity and its implications for morality and public policy.

Freedom of Speech: Volume 21, Part 2 (Paperback, New): Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul Freedom of Speech: Volume 21, Part 2 (Paperback, New)
Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul
R825 Discovery Miles 8 250 Ships in 12 - 17 working days

Whether free speech is defended as a fundamental right that inheres in each individual, or as a guarantee that all of society's members will have a voice in democratic decision-making, or as 'marketplace of ideas' that facilitates the emergence of truth by allowing vigorous competition among diverse points of view, the central role of expressive freedom in liberating the human spirit is undeniable. Enshrined in the First Amendment to the United States Constitution with a brevity that would belie its subsequent history of intricate judicial parsing, freedom of expression will, as the essays in this volume illuminate, encounter new and continuing controversies in the twenty-first century. Advances in digital technology raise pressing questions regarding freedom of speech and, with it, intellectual property and privacy rights. As the expansion of the Internet tests, and often confounds, legal statutes and precedents established in the era of the printing press, cyberspace looms as a relatively uncharted frontier for free speech and copyright law. Campaign finance reform limits the formerly sacrosanct category of 'political speech', while campus speech codes have spawned debates over '

Autonomy: Volume 20, Part 2 (Paperback, New): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Autonomy: Volume 20, Part 2 (Paperback, New)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R814 Discovery Miles 8 140 Ships in 12 - 17 working days

A central idea in moral and political philosophy, ‘autonomy’ is generally understood as some form of self-governance or self-direction. Certain Stoics, modern philosophers such as Spinoza, and most importantly, Immanuel Kant, are among the great philosophers who have offered important insights on the concept. Some theorists analyze autonomy in terms of the self being moved by its higher-order desires. Others argue that autonomy must be understood in terms of acting from reason or from a sense of moral duty independent of the passions. Autonomy seems closely related to the notion of freedom, but in what sense: freedom from coercion, freedom from psychological constraints, or freedom from material necessity? Various approaches to these and similar questions yield different implications for public policy. Is capitalism, social democracy or socialism more favorable to autonomy? The essays in this volume address these important questions.

Should Differences in Income and Wealth Matter?: Volume 19, Part 1 (Paperback, Volume 19): Ellen Frankel Paul, Fred D. Miller,... Should Differences in Income and Wealth Matter?: Volume 19, Part 1 (Paperback, Volume 19)
Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul
R816 Discovery Miles 8 160 Ships in 12 - 17 working days

The essays in this volume assess the empirical and theoretical questions raised by inequalities of income and wealth. Some consider empirical claims about the amount of equality in modern market economies, assessing the allegation that income and wealth have become more unequally distributed in the past quarter-century. Others consider the extent to which various government initiatives can ameliorate the problems inequality putatively poses. They consider which standards of equality meet the requirements of distributive justice. They also ask if inequality is intrinsically immoral, regardless of its consequences.

The Right to Privacy: Volume 17, Part 2 (Paperback, Volume 17): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul The Right to Privacy: Volume 17, Part 2 (Paperback, Volume 17)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R816 Discovery Miles 8 160 Ships in 12 - 17 working days

The essays is this volume--written by prominent philosophers and academic lawyers--examine various aspects of both the right to privacy and the roles that this right plays in moral philosophy, legal theory, and public policy. Some of the essays discuss possible justifications for privacy rights, basing them on classical liberal principles or the considerations of moral pluralism. Other essays examine the role that privacy plays in American consitutional theory. Still others assess how privacy considerations affect certain issues in medical ethics, such as the proper extent of access to medical information and the normative status of the right to die.

Responsibility: Volume 16, Part 2 (Paperback): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Responsibility: Volume 16, Part 2 (Paperback)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R815 Discovery Miles 8 150 Ships in 12 - 17 working days

The essays in this volume address questions about responsibility that arise in moral philosophy and legal theory. Some analyse different theories of causality, asking which theory offers the best account of human agency and the most satisfactory resolution of troubling controversies about free will and determinism. Some essays look at responsibility in the legal realm, seeking to determine how the law should assign liability for negligence, or whether the courts should allow defendants to offer excuses for their wrongdoing or to claim some form of 'diminished responsibility'. Other essays explore libertarian views about political freedom and accountability, asking whether libertarian positions on consent, contract law, and responsibility are consistent, or whether restitution is superior to retribution or deterrence as a basis for a theory of corrective justice. Still others examine the notion of partial or divided responsibility, or the relationship between responsibility and the emotions.

Human Flourishing: Volume 16, Part 1 (Paperback, New): Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul Human Flourishing: Volume 16, Part 1 (Paperback, New)
Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul
R1,164 Discovery Miles 11 640 Ships in 12 - 17 working days

This volume examines human flourishing and its relationship to other key concepts in moral theory. Some essays question whether a theory of human nature can allow us to develop an objective list of goods valuable to all agents. Some look at the role of relationships in a good life, or ask whether an ethical theory based on human flourishing can accommodate concern for others. Other essays analyze the function of social-political institutions in promoting the flourishing of individuals. Still others explore the implications of flourishing for political theory and principles of social justice.

Problems of Market Liberalism: Volume 15, Social Philosophy and Policy, Part 2 (Paperback, New): Ellen Frankel Paul, Fred D.... Problems of Market Liberalism: Volume 15, Social Philosophy and Policy, Part 2 (Paperback, New)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R1,063 Discovery Miles 10 630 Ships in 12 - 17 working days

The essays in this volume assess the strength and impact of market liberal or libertarian political theory, which, broadly conceived, advocates a more carefully circumscribed role for the state and a greater reliance on the ability of individuals and voluntary, private-sector institutions to confront social problems. They offer insights into the limits of government, develop market-oriented solutions to pressing social problems, and explore some defects in traditional libertarian theory and practice.

Self-Interest: Volume 14, Part 1 (Paperback, Volume 14): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Self-Interest: Volume 14, Part 1 (Paperback, Volume 14)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R816 Discovery Miles 8 160 Ships in 12 - 17 working days

These essays examine the nature of self-interest and the relationship between rationality and morality. Some challenge the assumption that morality is exclusively concerned with the pursuit of the good of others, arguing that self-interest can be a legitimate moral motive. Some ask whether it is possible to resolve the apparent conflict between self-interest and morality by appealing to some third, overarching standard, or by showing that self-regard and regard for others share significant common features or spring from a common source. Others explore the relationship between self-interest and practical reason, or between self-interest and virtue.

Liberalism and the Economic Order (Paperback, Volume 10): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Liberalism and the Economic Order (Paperback, Volume 10)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R811 Discovery Miles 8 110 Ships in 12 - 17 working days

With the collapse of Communist totalitarianism, the countries of Eastern Europe and the former Soviet Union face political instabililty and an uncertain economic future. The people of the region are struggling to emulate the success of the West by moving toward Western-style democracy and markets. The essays in this volume address the liberal transition currently underway. Some of them explore the models offered by political theorists to guide the course of reforms. Some discuss obstacles to change posed by existing attitudes, institutions, and cultural traditions. Some examine the nature of liberalism itself, and consider whether democratic politics and free-market economics can coexist without undermining one another. Some offer alternatives to specific Western institutions, arguing that in certain cases it would be unwise for the East to follow the West. Addressing the issues from a variety of perspectives, the contributors to this volume offer valuable insights into the nature of liberalism and the problems facing liberal reformers today.

The Medicine of Peace - Indigenous Youth Decolonizing Healing  and Resisting Violence (Paperback): Jeffrey Paul Ansloos The Medicine of Peace - Indigenous Youth Decolonizing Healing and Resisting Violence (Paperback)
Jeffrey Paul Ansloos
R614 Discovery Miles 6 140 Ships in 12 - 17 working days

In The Medicine of Peace, Jeffrey Ansloos explores the complex intersections of colonial violence, the current status of Indigenous youth in Canada in regards to violence and the possibilities of critical-Indigenous psychologies of nonviolence. Indigenous youth are disproportionately at risk for violent victimization and incarceration within the justice system. They are also marginalized and oppressed within our systems of academia, mental health and social work. By linking the contemporary experiences of Indigenous youth with broader contexts of intergenerational colonial violence in Canadian society and history, Ansloos highlights the colonial nature of current approaches to Indigenous youth care. Using a critical-Indigenous discourse to critique, deconstruct and de-legitimize the hegemony of Western social science, Ansloos advances an Indigenous peace psychology to promote the revitalization of Indigenous identity for these youth.

Liberalism and Capitalism: Volume 28, Part 2 (Paperback, New edition): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Liberalism and Capitalism: Volume 28, Part 2 (Paperback, New edition)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R790 Discovery Miles 7 900 Ships in 12 - 17 working days

What are the core values of liberalism and how can they best be promoted? Liberals in the classical tradition championed individual freedom, limited government and a capitalist economic system with strong rights to private property. Contemporary liberals, in contrast, embrace more egalitarian values and allow for a far more prominent role for government intervention in the market to reduce inequality, redistribute wealth and regulate economic activity. What accounts for these very disparate liberal views of property rights and economic freedom? How should we understand the transition from the classical view of liberalism to its more egalitarian modern version? And what, ideally, should the relationship be between the central values of liberalism and the economic institutions of capitalism? The eleven essays in this volume address these questions and examine related issues.

What Should Constitutions Do? (Paperback): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul What Should Constitutions Do? (Paperback)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R1,056 Discovery Miles 10 560 Ships in 12 - 17 working days

The essays in this volume--written by prominent philosophers, political scientists, and legal scholars--address these questions and explore related issues. Some essays examine the basic purposes of constitutions and their status as fundamental law. Some deal with specific constitutional provisions: they ask, for example, which branches of government should have the authority to conduct foreign policy, or how the judiciary should be organized, or what role a preamble should play in a nation's founding document. Other essays explore questions of constitutional design: they consider the advantages of a federal system of government, or the challenges of designing a constitution for a pluralistic society--or they ask what form of constitution best promotes personal liberty and economic prosperity.

Moral Obligation: Volume 27, Part 2 (Paperback): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Moral Obligation: Volume 27, Part 2 (Paperback)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R854 Discovery Miles 8 540 Ships in 12 - 17 working days

The notion of obligation--of what an agent owes to himself, to others, or to society generally--occupies a central place in morality. But what are the sources of our moral obligations, and what are their limits? To what extent do obligations vary in their stringency and severity, and does it make sense to talk about imperfect obligations, that is, obligations that leave the individual with a road range of freedom to determine how and when to fulfill them? The twelve essays in this volume address these and other questions and explore related issues. Some of them discuss broad theoretical questions, some essays look at moral reasons for action. Others discuss specific moral obligations or the tensions that may exist between our obligations and our other concerns.

Natural Rights Liberalism from Locke to Nozick: Volume 22, Part 1 (Paperback): Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul Natural Rights Liberalism from Locke to Nozick: Volume 22, Part 1 (Paperback)
Ellen Frankel Paul, Fred D. Miller, Jeffrey Paul
R1,164 Discovery Miles 11 640 Ships in 12 - 17 working days

This collection of essays is dedicated to the memory of the late Harvard philosopher Robert Nozick, who died in 2002. The publication of Nozick's Anarchy, State, and Utopia in 1974 revived serious interest in natural rights liberalism, which, beginning in the latter half of the eighteenth century, had been eclipsed by a succession of antithetical political theories including utilitarianism, progressivism, and various egalitarian and collectivist ideologies. Some of our contributors critique Nozick's political philosophy. Other contributors examine earlier figures in the liberal tradition, most notably John Locke, whose Second Treatise of Government, published in the late seventeenth century, profoundly influenced the American founders. The remaining authors analyze natural rights liberalism's central doctrines.

Bioethics: Volume 19, Part 2 (Paperback, Volume 19): Ellen Frankel Paul, Fred D. Miller, Jnr, Jeffrey Paul Bioethics: Volume 19, Part 2 (Paperback, Volume 19)
Ellen Frankel Paul, Fred D. Miller, Jnr, Jeffrey Paul
R820 Discovery Miles 8 200 Ships in 12 - 17 working days

Fifteen philosophers, social scientists, and academic lawyers assess various aspects of bioethics. Some detail its development and challenge the field's basic assumptions. Others consider bioethics's role in contemporary society and examine it in policy administration as well as in its interaction with other branches of philosophical inquiry. Chapters also focus on specific issues, including the responsibilities of researchers to subjects in clinical trials; the proper criteria for determining when a living organism has died; the allocation of scarce, life-saving medical resources; and the subsidization of pharmaceutical products for those who may be deprived of the benefits of modern medicine.

Moral Knowledge: Volume 18, Part 2 (Paperback, Volume 18, Social Philosophy and Policy): Ellen Frankel Paul, Fred D. Miller Jr,... Moral Knowledge: Volume 18, Part 2 (Paperback, Volume 18, Social Philosophy and Policy)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R818 Discovery Miles 8 180 Ships in 12 - 17 working days

The essays in this volume address some of the most enduring questions involved in the search for moral knowledge. Can morality be founded upon facts about human nature, social agreement, volition, subjective preference, a priori reasoning, intuition, or some other basis? Is morality knowable in any objective sense that would make it universal and, therefore, binding on humans in all times, places, and circumstances? Or, rather, is morality inherently subjective, culture bound, or more radically still, uniquely determined by each individual for that individual? Is there an answer to those who maintain that it is misguided even to think in terms of moral knowledge, on the grounds that moral utterances are expressions of feelings or attitudes rather than claims that can be known to be true or false?

Natural Law and Modern Moral Philosophy: Volume 18, Social Philosophy and Policy, Part 1 (Paperback, Volume 18, Social... Natural Law and Modern Moral Philosophy: Volume 18, Social Philosophy and Policy, Part 1 (Paperback, Volume 18, Social Philosophy and Policy)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R805 Discovery Miles 8 050 Ships in 12 - 17 working days

The essays in this volume--written by academic lawyers as well as legal and moral philosophers--address some of the most intriguing questions raised by natural law theory and its implications for law, morality, and public policy.

Democracy: Volume 17, Part 1 (Paperback, Volume 17): Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul Democracy: Volume 17, Part 1 (Paperback, Volume 17)
Ellen Frankel Paul, Fred D. Miller Jr, Jeffrey Paul
R812 Discovery Miles 8 120 Ships in 12 - 17 working days

The essays in this volume explore questions about democracy that are relevant to political philosophy and political theory. Some examine the difficulties involved in determining and carrying out the will of the people; some address questions relating to the kinds of influence citizens can or should have over their representatives. Other essays analyze democratic institutions, while still others examine the relationship between democracy and value pluralism, or consider the suitability of democracy as a form of government in non-Western societies.

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