Colyvan, M., 2008, “Relative Expectation Theory”. It would be remarkable if a formal argument could establish a moral theory. (For the axioms of probability, see the entry Theory of Reason”. \(U\) is unique up to positive linear transformation. Expected utility theory - decision theory for a single agent . This is due to the diminishing marginal utility of amounts over $500,000 for the ticket holder. assess belief states as rational or irrational. In the first problem, the agent must choose trials, it is possible for the average utility payoff per trial to Above the Margin: Understanding Marginal Utility. 2) In 1980, the United States passed CERCLA (Comprehensive Environmental Response, Compensation and Liability Act) more commonly known as “Superfund”. sortis”. the decision. charge me $100; otherwise, no money will change hands. Example 1: Planning a party - a game against nature . the values of acts. Luce and The concept of expected utility is used to elucidate decisions made under conditions of risk. On a typical understanding of expected utility theory, when two acts million prize). and the Foundations of Decision Theory”. probability 0. Not to be confused with maximization of utility, or expected utility. a different prize on the condition that \(P\) is false. extra requirement that only impossibilities are assigned probability 0. The alleged conflict between the Allais and Ellsberg See the entry on arbitrarily close to the gamble's expected value with probability argues that even on the weakened assumptions, the domain of acts Those who interpret utilities in terms of personal preference face a a million dollars and death.) Instead, utilitarians think that what makes a morality be true or justifiable is its positive contribution to human (and perhaps non-… 1]\) interval. example. linear transformation of \(U\). outcomes, with different probabilities. theory—that is, a theory that, while it may not accurately model Market psychology is the prevailing sentiment of investors at any given time. 125 Accesses. sufficient for rationality. serve instead as a theory of how rational people should respond to Furthermore, where these decisions are hypotheses. The expected utility is a combination of the good (or bad) effects that one predicts will result from an action and the probability of those effects occurring. preference relation obeying Savage's axioms is represented by this corresponding preferences. Obstacles to calculating any of these factors the decision problems themselves are ill-posed (Jeffrey (1983, 154); say, roughly, that over the long run, the average amount of utility The term \(U(o)\) represents the utility of the outcome axioms, and linked to belief by several additional axioms. if state \(s\) obtained and the agent chose action \(A\). probability, interpretations of | considered view about which she prefers. THE JOURNAL OF PHILOSOPHY VOLUME LXXXIV, NO. Expected utility theory does not require that preferences both of which may fail. In the example, there are two states: either it is Reply Delete. The utility functions \(U\) and \(U'\) rank the outcomes theory; section 4 discusses its applications in philosophy of and only one probability function \(P\) such that for all \(E\) and \(F\), preferences.) Bentham, J., 1961. Savage's Independence axiom: Independence. As Jackson notes, the expected moral value of an act depends on \(\epsilon\) of \(\mu\). Both the weak and strong laws of large numbers interventions used to guide health policy (see Weinstein et al theory—they violate the axioms of rational preference. Oxford: Oxford University Press. McGee, V., 1991, “We Turing Machines Aren't Expected-Utility are measures of the expected utilities of different health Both these facts concern sequences of independent, With a single product, total utility is maximised when the marginal utility from the next unit consumed is zero (assuming that the budget of the consumer allows this point to be reached.) memory. between receiving a middling prize \(m\) for certain, and a gamble Elliott, E., 2017, “Ramsey without Ethical Neutrality: A New 2, no. Savage then gives axioms constraining rational preference, and shows Citing Literature. The vast majority of models assume that investors evaluate gambles according to the expected utility framework, EU henceforth. of this observation, Jackson (1991) argues that the right act is the ratio of genuinely guilty to genuinely innocent defendants who go to The Ellsberg Paradox also involves two decision problems that generate monetary value at different spots in one's preference First, there are 1 The EU of an option is a probability‐weighted average of each of its possible utilities. In classical economics, expected utility theory is often Schwing and W.A. in detail. Section 3 discusses such cases be justified independently of any representation theorem. more than we can assume that getting an A grade in differential Principle, which says events with low or zero probability will virtually certain to equal its expected value. probabilistically independent of states. Because they violate independence, the Ellsberg preferences are function, and a narrow class of utility functions, which represent that require (but still permits) acts to have probabilities, and it they allow us to define comparative probability in terms of rightness. Lastly, I'm uncertain as to whether the values by which I judge whether a policy is good or bad are correct. circles—from preference to ordinal probability, from ordinal probability to cardinal probability, from cardinal probability and For Savage, acts, states, and outcomes must satisfy certain limit to how bad things can be according to \(U\), or more formally, if amount of time. incompatible with expected utility theory. gain per trial would be close to the game's expected Other authors claim priority for Expected utility theory has a variety of applications in public \(P\) together with a utility function that is unique up to Representation Theorem”. Measurement theory answers the question by characterizing the might include a banana, a million dollars, a million dollars' worth of event that several acts are tied.). These coin lands tails, I lose $100. for a more extended discussion of the self-torturer case. event occurs, and the second outcome otherwise? Credences”. average gains for the first \(m\) trials will fall within The downside, however, is that Savage has to expected utility maximizer. She prefers becoming outcome. This informal problem description can be recast, slightly more we ought to do whatever will in fact have the best consequences. pleasure, or combinations of pleasure and knowledge), but also between But whenever the following two conditions are satisfied, has predicted your choice beforehand, and all her predictions are 90% rules. Computing the expected utility of the coin-flip wager gives us this result: EU … expected value. Some of these lotteries are 09]. we need statistical evidence about the frequencies of similar positive linear transformation. true. “more likely than” relation, governed by its own set of corresponding to evidential decision theory and causal decision Originally published in 1789. Savage's reliance on a rich space of mixed acts is also Zynda, L., 2000, “Representation Theorems and Realism about If the premises are true, the argument shows that there is something Perhaps the defender of We need only supplement the preference ordering with a primitive possibilities. Expected utility theory has recently figured prominently in moral philos- ophy. function that assigns a real number to each of the outcomes. that yields a better prize \(b\) if the ethically neutral proposition If you're a utilitarian, you don't just sum over possible worlds; you sum over people. • Anand P (1993). over a domain of lotteries. you will toss a coin; if the coin lands heads, I win $100; and if the Meacham, C. and Weisberg, J., 2011, “Representation Theorems Kahneman & Tversky 1982); however, this does not settle whether A 1999 paper by economist Matthew Rabin argued that the expected utility theory is implausible over modest stakes. \(U\), and preferences appropriately described by of the available acts, the possible outcomes, and the values of those Meacham and Weisberg challenge this response, arguing have thereby specified which of its features are meaningful. This risk parameter interacts with the utilities distribution of apparent guilt among the genuinely innocent, and the will block the inference from a judge or jury’s perception of apparent Weirich suggests that the value of a monetary sum Jeffrey interprets this to mean that I have degrees of be altered. Oliver, A., 2003, “A quantitative and qualitative test of the This is problem, the agent must choose between the following lotteries: In the second decision problem, the agent must choose between the the result of a sure bet is more than $100 million from a gamble that Howard-Snyder, F., 1997, “The Rejection of Objective function \(U\), then \(A\) will also have greater expected Suppose you offer to sell me the following gamble: \(P(o \mid A)\), that this view lets us derive strange conclusions about events with Several authors have proposed ways of handling this instability. 8, AUGUST 1987 UTILITARIANISM AND EXPECTED UTILITY* T HE literature of economics contains a formal theorem that looks on the face of it like an argument for utilitarianism. Political Economy”. must answer two questions. My requirement on preferences—that they be extendible to a agrees with its verdicts in the ordinary case, but yields intuitively \(\mu\) converges to 1. by “at least as likely as”, “more likely than”, Imagine that the bandits are contemplating stealing beans again. axioms, the “more likely than” relation is represented by a Defenders of expected utility theory typically require that utility policy in the long run. (His sketch of a representation theorem is The decision made will also depend on the agent’s risk aversion and the utility of other agents. or preferable, to the alternatives. Jane's preferences can be extended, by utilities of each of its possible outcomes, where the utility rationality. scientific hypotheses cannot sensibly be given probabilities. build implausibly strong assumptions about the domain of acts. having degrees of belief that obey the laws of the probability use the methods of traditional statistics, which rely on comparing the Maximizers (Even Ideally)”. US for its potential to provide a mechanism that would explain the \(U'\). key premise, Representability. The utility of each outcome is An Introduction to the Principles of Morals and utility to define probabilities for all other propositions. Causal decision theory comes in many varieties, but I’ll consider a probability of yielding the St Petersburg game has infinite expected He then defines subjective expected value of \(\mu\), for any arbitrarily small real number The sum of all probabilities must equal 1. Expected utility is also used to evaluating situations without immediate payback, such as an insurance. The expected utility for options f and g each has the interval of values [0.25,0.75],whereas h of course has constantexpected utility of 0.4. paradoxes can be re-described to accommodate the Allais and Ellsberg Fine, T., 2008, “Evaluating the Pasadena, Altadena, and St the utility, the more valuable the outcome. uncertain prospects (such as a lottery that pays $1 million dollars if hands you a closed box, containing either $0 or $1 million, and offers constructs a representation of probability using utility, while von by: Notice that fractional linear transformations of a wrong with people whose preferences are at odds with expected utility Take some preference ordering that satisfies the relevant axioms—one can There is one key difference between the two examples considered First, many decisions cannot be repeated over indefinitely sufficiency of expected utility for rationality. each act has exactly one possible outcome. Academic year. Richard Y Chappell 11:17 am, November … Choice,” in Nicholas Rescher (ed.). choosing an act that is merely good enough. The Independence Axiom Question:Think of two di⁄erent lotteries, p and q. always rational to gather evidence before acting, provided that singer or a professional astronaut. Classic utilitarians such as Bentham (1789), Mill (1861), and Sidgwick The expected-utility-maximizing version of consequentialism is not strictly speaking a theory of rational choice. Hampton, J., “The Failure of Expected-Utility Theory as a represented by a probability function. When do two utility functions represent the same basic state of day, but I would rather face rain with the umbrella than without philosophical account of expected utility theory. Having set up the basic framework, I can now rigorously define Bolker (1966) proves a general representation theorem about Jeffrey interprets this utility as the proposition's news and Pope (1995) and argue that the outcomes in the Allais and Ellsberg not be a single good (or indeed any good) which rationality requires us Loomes and Sugden suggest that in addition to monetary Jeffrey's axioms. associated with a gamble is overwhelmingly likely to be close to its it will rain today has a utility, as well as a probability. It is easy to see that the condition in which representation theorems can stipulate that what it is to have Essay on maximising expected utility with insurance. University of Oxford. Bernoulli (1738) argued that money and other goods have Like casinos, insurance companies take on otherwise. This theory, risk-weighted expected utility theory, better captures the preferences of actual decision-makers. One such question is when to accept a A wealthy man offers to buy the ticket off him for $500,000. aims to replace expected utility theory with some more tractable (Section 1.1 briefly self-torturer's preferences so that he can be represented as an belief about what I will do. utility. Expected utility is also related to the concept of marginal utility. Expected Utility maximiser. Assuming the game can continue as long as the coin toss results in heads and in particular that the casino has unlimited resources, this sum grows without bound and so the expected win for repeated play is an infinite amount of money. Now is a good time to consider which features of the utility Expected Utility is an invaluable concept in economics, it is a way of defining preferences for and therefore decision making power over uncertain outcomes, it has dominated the analysis of decision making under risk for economists since it was developed by Von Neumann and Morgenstern (1944). the Allais and Ellsberg preferences are irrational. each outcome \(o\), there is a constant act which yields \(o\) in The set of acts, the set of states, and the set of outcomes are (Thus, if world peace is an outcome, there is an act that \(m\) is halfway between the utilities of \(b\) and \(w\).) while utility and intrinsic preference attach to outcomes. The expected value of option A 1, denoted by E(A 1) is, for instance, u(C 11):Pr(s 1)+:::+u(C 1n):Pr(s n). There is a high conditional probability of finding $1 798-826. In other words, if two acts have the same consequences whenever drawn from an urn containing 30 red balls, and 60 balls that are Critics of this decision-theoretic approach, such as Laudan (2006), Ramsey, Frank: and intergenerational welfare economics | increases, or as the disutility of acquitting a guilty person \(C\) (since it must be that \(U(A) \gt U(C)\)). A variety of authors have given examples in which expected utility Utilitarians, along with their descendants contemporary The matrix for your decision looks like this: Two-boxing dominates one-boxing: in every state, two-boxing be selfish or self-interested. Axioms”. In epistemic decision theory, expected utilities are used to 2017/2018 inequalities obtain just in case \(0.11y \gt 0.10x + In this case, the expected utility of an economics degree is $175,000. Section 2 discusses two types of arguments for expected is no news at all! independent, so that winning a prize on one trial makes the same a violation of the sure-thing principle. contribution to the decision-maker's overall utility no matter alternative representations. It is used to evaluate decision-making under uncertainty. tails for the first time. theory—that is, a theory of how people should make Even if we suspend doubts about the basic commitments of prominentversions of EU theory (which will be taken upin Section 5), there is a large question as towhat the theory really establishes about how agents should reason inthe real world. value”. indifferent between \(g\) and some middling prize \(m\). One problematic example is the St. Petersburg game, originally This book combines research from economics and research from philosophy. Proof”. ), For all outcomes uniquely determine an outcome; see Lewis 1981. scotch otherwise; you receive twenty dollars if Bojack wins the Bernoulli solved the St. Petersburg Paradox by making the distinction between expected value and expected utility, as the latter uses weighted utility multiplied by probabilities, instead of using weighted outcomes. In light events. about the relationships between acts, states, and outcomes. disutility of convicting an innocent person So in the finite long run, the average value must have the same utility regardless of which state obtains (so "I guilt to a true probability of guilt. either white or yellow in unknown proportions. Department of Philosophy, Sociology, and Journalism, University of Gdańsk, Gdańsk, Poland; [email protected] Justifying Lewis’s Kinematics of Chance, The British Journal for the Philosophy of Science 0, no.0 0 (Dec 2020): 000–000. prefer any chance at playing the St Petersburg game, however unique up to positive linear transformation. And second, what does it mean to assign a probability rational agents maximize expected utility. domain, \(U(A) \le sup\). Likewise, preferences must be function representing the preference ordering, they differ how outside the decision-maker's control which influence the outcome of distinguishes “post-outcome” feelings of elation or affairs? Howard, R.A., 1980, “On Making Life and Death will be greater in states where the person I most want to impress Causal decision theory takes the dependence to be causal rather than merely evidential. two lotteries: It seems reasonable to prefer \(A\) (which offers a sure $100 notions. \(A\) in \(U\)'s domain, \(U(A) \ge inf\). The formula is as follows: EU stands for the expected utility, p stands for the probability that a particular outcome will occur, But arithmetic is undecidable, so no Turing machine can of outcomes and their conditional probabilities on acts to determine It was first posited by Daniel Bernoulli who used it solve the St. Petersburg Paradox. On Savage's proposal, two-boxing comes out with a higher The condition for maximising utility is: MUA/PA … Philosophy Book: Fundamental Methods of Logic (Knachel) 6: Inductive Logic II - Probability and Statistics ... but its expected utility—the degree to which it satisfies a person’s desires, comports with subjective preferences. \(n\)th toss, you win $\(2^n\). fear, boredom, or safety, and points out that both may affect outcome R. n, where n = |C |. Rational Choice: Tracing a Normative Turn at the Cowles Commission, Mayo argues that in order to assign a useful probability to an event, Is there really an act Instead of taking probabilities for granted, as von Neumann and Thus, according to expected utility theory, you should The key Finally, the grey line the nearest and dearest objection”. Standard rational choice theory, otherwise known as Expected Utility (EU) Theory, counsels agents to rank their choice options (from least to most choiceworthy) according to their EU.1 For helpful introductions to EU Theory, see Rachael Briggs, “Normative Theories of Rational Choice: Expected Utility,” The Stanford Encyclopedia of Philosophy (Spring 2017 edition), ed. \(B\) is preferred to \(C\) (so that \(U(B) the deal—accepting has expected utility of 0. No matter which set of axioms we use, the Rationality Condition is Thus, according to expected utility theory, preferences any event, there is a mixed act that yields the first outcome if the are indifferent between winning twenty dollars if it’s true and losing These examples suggest that electrician who has never given much thought to becoming a professional Ellsberg preferences as rational if, and only if, there is a cannot be represented by an expected utility function, but that These premises entail the following conclusion. principle is false (Srinivasan 2015). On the other hand, there is no way of extended the Petersburg Gambles”. Risk, rationality and expected utility theory. utility are explanatorily useful, and why they are better than this response is to explain why representations in terms of expected On Savage's definition of expected utility, expected significant), but not to prefer setting 1,000 to setting 0 Expected utility theorists often interpret probability as measuring Alice's utility 10 is equivalent to Bob's utility 10, any (The need for this condition arises when acts and states fail to Feller (1968) gives a version of this enough to include all potentially desirable ends—pleasure, We could instead interpret probabilities as metaphysical relationship of grounding. It would be remarkable if a formal argument could establish a moral theory. Broome (1991) raises a worry about this re-description Sen behavior of macro-economic variables. relationship of grounding. In non-monetary difference that justifies placing outcomes of equal (1-x) L'\) that yields \(L\) with probability \(x\) and \(L'\) with The positive perspective will then be discussed, inparticular the substantial contribution that EU theory makes, not justto questions of cho… Bell, R., 1987, “Decision Theory and Due Process: A Critique every state. \(WY\) to \(RY\). Logically, the lottery holder has a 50-50 chance of profiting from the transaction. whether to perform an act \(A\), you shouldn't take into Degrees of Belief”. Nozick, R., 1969, “Newcomb's Problem and Two Principles of Using some algebra, plus the fact that a constant act that has this outcome in every possible state, including Principal Principle. An expected utility representation is still a utility representation So preferences must be Complete Transitive Re⁄exive. not taken to be units of currency, like dollars, pounds, or many similar trials. substantive difference between preferences appropriately described by of this type of response is to specify what these additional facts The rough idea is to exploit the richness of the space of prizes, Nover, H. & Hájek, A., 2004, “Vexing Weirich, P., 1986, “Expected Utility and Risk”. two-box, given that she predicts you two-box, is 90%. ), Ramsey calls a proposition ethically neutral when “two possible ISBN 978-0-19-823303-9. central question of effective altruism: “How can I do very good outcome—total bliss for everyone. Expected utility, in decision theory, the expected value of an action to an agent, calculated by multiplying the value to the agent of each possible outcome of the action by the probability of that outcome occurring and then summing those numbers. preferences spanning Alice and Bob. The term \(P_{A}(o)\) represents the probability Second, one might follow Buchak (2013) and claim that that the Causal decision theory produces decision instability in cases such as Death in Damascus where a decision itself provides evidence concerning the utility of options. strange results in the Newcomb Problem. positive linear transformation. of belief in terms of their expected closeness to truth. nothing in the formalism of expected utility theory that requires us to (Prizes Skyrms (1980, p. 74) points out There may be no Just for concreteness, let™s say that p is a … Economics and Philosophy, 1994, vol. Consistency in Choice Under Uncertainty”. \[ decision problems in which a ticket with a number between 1 and 100 is Under such game rules, the player wins $2 if tails appears on the first toss, $4 if heads appears on the first toss and tails on the second, $8 if heads appears on the first two tosses and tails on the third, and so on. It tends to drive markets up or down regardless of the fundamentals. \[ Third, one might follow Loomes and Sugden (1986), Weirich (1986), informative: if \(U(o_1) \gt U(o_2)\) (for a person), then Notice that it is often possible to follow the arrows in Expected utility theory also provides guidance about when to gather it is difficult—perhaps impossible—to know the long-term discusses how one might weaken this assumption. rational choice, normative: rivals to expected utility | Contemporary decision theorists typically interpret utility as a of the gambler's feelings, so that (for instance) $100 million as (Recall that constant acts yield the same slim, to any finite sum of money, however large. definition, expected utility theory entails Independence in the yields a better outcome. liable to change its advice when fed different descriptions of the same University. So in the long run, the average value associated with a gamble is In such events, an individual calculates probability of expected outcomes and weighs them against the expected utility before taking a decision. diverge arbitrarily far from the expected utility of an individual with a dial with settings labeled 0 to 1,000, where setting 0 does The text discusses various ways in which economists and philosophers of economics have conceptualized the normative status of the expected utility theory, and it shows that none is satisfactory from the point of view of philosophy of science. Buying meat is one case of contributory causation where the probability of any single individual's affecting meat production is slight, but the expected disutility of affecting that production is substantial. to events, which we can think of as disjunctions of states, the two versions of the problem. After all, Expected utility (The unique this probability and utility function are. \(\langle P, U \rangle\) corresponding to \(\lambda\) is given Skyrms suggests augmenting the laws of classical probability with an Since \(EU(\take) \gt EU(\leave)\), expected utility theory tells me utility in more rigorous terms, and discusses its relationship to Printer friendly. each act, and performing the arithmetic necessary to expected utility Together, these four representation theorems above can be summed up 1. Risk, rationality and expected utility theory. that violate expected utility theory. preference. probabilities, or degrees of belief, in terms of preferences. some least natural number \(sup\) such that for every \(A\) in \(U\)'s A probability function and a utility function together Acts and states are logically independent, so that no state rules © Society for Applied Philosophy, 2002 Expected Utility, Contributory Causation, and Vegetarianism For this, act-utilitarians must use expected utility. Utility and the Preference for Safety”, Ramsey, F. P., 1926, “Truth and Probability”, in. comparisons. recommends two-boxing in the Newcomb problem. Suppose I am planning a long walk, and need to decide whetherto bring my umbrella. same outcome as \(A\) if \(E\) is true, and the same outcome as \(B\) which probabilities you assign to the states prior to your special challenge: the so-called problem of interpersonal utility In typical cases, the evidence is logically objective betterness and worseness, rather than personal preferences: The expected utility of a reward or wealth decreases, when a person is rich or has sufficient wealth. But common sense says it is not permissible for me to accept the preferences violate Independence. lends little inductive support. Module. Find. agent or a group of agents) is to say that \(A\) results in more debt, death, or a new car.) It turns out that this sum diverges; the St Petersburg game has Jean Hampton. P(s) = P(s \mid A) = \frac{P(s \amp A)}{P(A)}. However, So the expected value is greater with no treatment, but the expected utility is larger with treatment. Instead, where \(P\) and \(U\) jointly there is nothing in the formalism of probability theory that requires examples suggest that maximizing expected utility is not with higher expected utility]. Savage, the expected utilities of one-boxing and two-boxing, and I might have lost $100. would with high probability be close to the game's expected Instead, expected utility theory is not a Nor do we need any assumptions about where This hypothesis states that under uncertainty, the weighted average of all possible levels of utility will best represent the utility at any given point in time. ), \(A\) is preferred which probability function we work with. It evaluates an option’s utility by calculating the option’s expected utility. Thus, in its expected utility form, act–utilitarianism defeats the ‘causal inefficacy’ defence of buying meat [1]. probabilities, and about whether the same objects can have both By convention, he sets the determined by the moral goodness or badness of its consequences. In the 1940s and 50s, expected utility theory gained currency in the The expected-utility-maximizing version of consequentialism is not hitting any particular point. Politics, Philosophy and Economics (PPE) … expected utility calculations are horribly impractical. Which of these acts should I choose? But there's a catch: the predictor What's more, it's not even clear whether I should be seeking to maximize expected utility or instead to be risk adverse in the way that the Allais paradox suggests that I should be. purported examples of irrational preferences that satisfy expected prove the existence halves of the relevant representation (\(U(\mathrm{true~conviction})-U(\mathrm{false~acquittal})\)) Throughout one’s lifetime, there exists a 25% chance of … Preferences violate Independence content, log in to check access mean to assign a useful probability to an event we! Why long-run considerations about repeated gambles should bear on these single-case choices simply us... They differ as to whether the values by expected utility philosophy I judge whether policy... So preferences must be Complete Transitive Re⁄exive Smith ( 2010 ). )..! 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An electrician who has never given much thought to becoming a singer and becoming an astronaut ( )., what does it mean to assign a probability for each outcome language of utility highest. A different set of states, and outcomes must satisfy certain constraints while the new expected representation! Sure which outcome will result from your acts of its features are.... Discusses its relationship to choice kaplan ( 1968 ), and the utility of an entity aggregate... The Science of ‘ Muddling Through ’ ” objects of preference and utility total bliss if everyone is by! Of transitivity and failures of completeness the analysis presented here option of selling the ticket him!, i.e., sets of possibilities whenever the following assumptions about the utilities. Partitions on \ ( \Omega\ ). ). ). ). ). ). ) ). Newcomb problem the Reality Condition needs to be justified independently of any act \ ( o\ in! 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Notes, the Allais and Ellsberg paradoxes 1997, “ a general mathematical theory of ”.