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Trade-off

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129:) is a situational decision that involves diminishing or losing on quality, quantity, or property of a set or design in return for gains in other aspects. In simple terms, a tradeoff is where one thing increases, and another must decrease. Tradeoffs stem from limitations of many origins, including simple physics – for instance, only a certain volume of objects can fit into a given space, so a full container must remove some items in order to accept any more, and vessels can carry a few large items or multiple small items. Tradeoffs also commonly refer to different configurations of a single item, such as the tuning of strings on a guitar to enable different notes to be played, as well as an allocation of time and attention towards different tasks. 295:, a second trade-off presents itself. Large trash cans are more likely to sit for a long time in the kitchen, leading to the food decomposing and a nasty odor. A small trash can will likely need to be taken out to the dumpster more often, thus greatly reducing or eliminating the odor. Of course, a user of a large trash can could simply carry the can outside frequently, but the larger can would be more cumbersome to take out often, and the user would have to think more about when to take the can out. 25: 147: 279:
simplicity that the medical school only allows full-time study, then the individual considering stopping work would face a trade-off between not going to medical school and earning $ 50,000 at work, or going to medical school and losing $ 50,000 in salary and having to pay $ 30,000 in tuition but earning $ 150,000 or more per year after 7 years of study.
471:. For example, the higher the fecundity (number of offspring), the lower the parental care that each offspring will receive. Parental care as a function of fecundity would show a negative sloped linear graph. A related phenomenon, known as demographic compensation, arises when the different components of species 231:
person going to a basketball game, their opportunity cost is the loss of the alternative of watching a particular television program at home. If the basketball game occurs during her or his working hours, then the opportunity cost would be several hours of lost work, as they would need to take time off work.
483:. For example, survival may be higher towards the northern edge of the distribution, while fecundity or growth increases towards the south, leading to a compensation that allows the species to persist along an environmental gradient. Contrasting trends in life cycle components may arise through tradeoffs in 132:
The concept of a tradeoff suggests a tactical or strategic choice made with full comprehension of the advantages and disadvantages of each setup. An economic example is the decision to invest in stocks, which are risky but carry great potential return, versus bonds, which are generally safer but with
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in which all the fingers are in the same compartment work well to keep the hands warm, but this arrangement also confines finger movement and prevents the full range of hand function. Gloves, with their separate fingers, do not have this drawback, but they do not keep the fingers as warm as mittens
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of a particular choice, which is the loss of the most preferred alternative given up. A tradeoff, then, involves a sacrifice that must be made to obtain a certain product, service, or experience, rather than others that could be made or obtained using the same required resources. For example, for a
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can only carry two people, and being lightweight, they are more fuel-efficient. At the same time, the smaller size and weight of small cars mean that they have smaller crumple zones, which means occupants are less protected in case of an accident. In addition, if a small car has an accident with a
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Trash cans that are used inside and then taken out to the street and emptied into a dumpster can be small or large. A large trash can does not need to be taken out to the dumpster so often, but it may become very heavy and difficult to move when full. The choice of big versus small trash can is a
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An opportunity cost example of trade-offs for an individual would be the decision by a full-time worker to take time off work with a salary of $ 50,000 to attend medical school with an annual tuition of $ 30,000 and earning $ 150,000 as a doctor after 7 years of study. If we assume for the sake of
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time at the expense of space to hold the table, e.g. to determine the parity of a byte you can either look at each bit individually (using shifts and masks), or use a 256-entry table giving the parity for each possible bit-pattern, or combine the upper and lower nibbles and use a 16-entry
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Many factors affect the tradeoff environment within a particular country, including the availability of raw materials, a skilled labor force, machinery for producing a product, technology and capital, market rate to produce that product on a reasonable time scale, and so forth.
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do. As such, with mittens and gloves, the trade-off is warmth versus dexterity. Similarly, warm coats are often bulky and impede the wearer's freedom of movement. Thin coats give the wearer more freedom of movement, but they are not as warm as a thicker coat would be.
246:), which shows the greatest (or least) amount of one thing that can be attained for each of various given amounts of the other. As an example, in production theory, the trade-off between the output of one good and the output of another is illustrated graphically by the 686:
With work schedules, employees will often use a tradeoff of "9/80" where an 80-hour work period is compressed into a narrow group of 9 nearly-9 hour working days over the traditional 10 8-hour working days, allowing the employee to take every second Friday off.
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E. Aguilar Pelaez et al., "LED power reduction trade-offs for ambulatory pulse oximetry," 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, 2007, pp. 2296-2299. doi: 10.1109/IEMBS.2007.4352784, URL:
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and distributive equity in the distribution of funds of the program for Reducing Emissions from Deforestation and forest Degradation (REDD+), as maximizing one of these targets implies reducing the outcomes in the other two targets.
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Governmental tradeoffs are among the most controversial political and social difficulties of any time. All of politics can be viewed as a series of tradeoffs based upon which core values are most core to most people or politicians.
389:, and each pursuit features distinct teams of athletes. Whether a professional runner is better suited to marathon running versus sprinting is a trade-off based on the runner's morphology and physiology (e.g., variation in 1337:
Philipson, C. D. et al. 2014. A trait-based trade-off between growth and mortality: evidence from 15 tropical tree species using size-specific relative growth rates. Ecology & Evolution 4: 3675–3688. 10.1002/ece3.1186
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larger, heavier car, the occupants of the smaller car will fare more poorly. Thus, car size (large versus small) involves multiple tradeoffs regarding passenger capacity, accident safety, and fuel economy.
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often involves competing for interests that must be traded off against each other, such as the interests of different people, or different principles (e.g. is it ethical to use information resulting from
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Villellas, JesĂşs; Doak, Daniel F.; GarcĂ­a, MarĂ­a B.; Morris, William F. (2015-11-01). "Demographic compensation among populations: what is it, how does it arise and what are its implications?".
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may be able to use inline code for greater speed, or call run-time routines for reduced memory; the user of the compiler should be able to indicate whether speed or space is more important.
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you might trade a pawn for an improved position. In a worst-case scenario, a chess player might even tradeoff the loss of a valuable piece (even the Queen) to protect the King. In
415:, several types of tradeoffs have been recognized. Most simply, a tradeoff occurs when a beneficial change in one trait is linked to a detrimental change in another trait. In 1305:
Albuquerque, R. L. de, K. E. Bonine, and T. Garland, Jr. 2015. Speed and endurance do not trade-off in phrynosomatid lizards. Physiological and Biochemical Zoology 88:634–647.
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Haak, D. C., McGinnis, L. A., Levey, D. J., Tewksbury, J. J. 2012. Why are not all chilies hot? A trade-off limits pungency. Proc. R. Soc. B Biol. Sci. 279:2012-2017.
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Large cars can carry many people, and since they have larger crumple zones, they may be safer in an accident. However, they also tend to be heavy (and often not very
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that shows the highest level of expected return that any portfolio could have given any particular level of risk, as measured by the
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factors. Sports recruiters are mindful of these tradeoffs as they decide what role a prospective athlete would best suit on a team.
1069:"Modeling trade-offs across carbon sequestration, biodiversity conservation, and equity in the distribution of global REDD+ funds" 645:, where patients need to weigh the possibility of a prolonged life expectancy against possible stressful or unpleasant treatment 830: 1277: 786: 696: 582: 1265: 1152:
Doak, Daniel F.; Morris, William F. (2010). "Demographic compensation and tipping points in climate-induced range shifts".
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Alexander, R. McN. 1985. The ideal and the feasible: physical constraints on evolution. Biol. J. Linn. Soc. 26:345-358.
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and decompression. Depending on the compression method, this may also involve the tradeoff of a loss in image quality.
61: 416: 247: 189: 108: 436: 641:, patients and physicians are often faced with difficult decisions involving tradeoffs. One example is localized 68: 46: 512: 251: 75: 1327:
Roff, D. A., Fairbairn, D. J. 2007. The evolution of trade-offs: where are we? J. Evol. Biol. 20:433-447.
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Garland, T. Jr.; Downs, C. J.; Ives, A. R. (2022). "Trade-offs (and constraints) in organismal biology".
361: 259: 1138: 542:, tradeoffs are viewed as a tool of the trade. A program can often run faster if it uses more memory (a 791: 701: 171: 42: 1351: 419:, trade-offs occur among different targets. For example, these occur among biodiversity conservation, 57: 646: 162: 1369: 721: 1321:
Campbell, D. E., and J. S. Kelly. 1994. Trade-off theory. The American Economic Review 84:422-426.
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The Software Engineering Institute has a specific method for analyzing tradeoffs, called the
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Bennett, A. F., Lenski, R. E. 2007. An experimental test of evolutionary trade-offs during
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https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4352784&isnumber=4352185
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The term is also used widely in an evolutionary context, in which case the processes of
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Palomo, I; Dujardin, Y; Midler, E; Robin, M; Sanz, MJ; Pascual, U (5 November 2019).
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trade-off between the frequency of needing to take out the trash and ease of use.
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The concept of a trade-off is often used to describe situations in everyday life.
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Proceedings of the National Academy of Sciences of the United States of America
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type), as well as the runner's individual interest, preference, and other
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Focused Collection: Trade-Offs in Ecological and Evolutionary Physiology
1233: 1173: 1315: 1035: 594: 527: 464: 452: 443:, the concepts of tradeoffs and constraints are often closely related. 292: 1224: 667: 524: 504: 456: 365: 329: 223: 1278:"Software Architecture | Architecture Tradeoff Analysis Method" 24: 988: 638: 626: 574: 386: 382: 267: 751: 440: 412: 255: 621: 304: 238:
A trade-off in economics is often illustrated graphically by a
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take much more disk space, but do not affect sound quality.
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2014. Quick guide: Tradeoffs. Current Biology 24:R60-R61.
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Tradeoffs are important in engineering. For example, in
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space, but some information is lost resulting in lower
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The theoretical description of trade-offs involves the
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Transportation Research Interdisciplinary Perspectives
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demands different physical attributes from running a
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Consider the following examples: 140: 47:adding citations to reliable sources 18: 1330:Stearns, S. C. 1989. Trade-offs in 940:Integrative and Comparative Biology 901:Ahmed, Rasha; Stater, Mark (2023). 533: 273: 13: 1299: 14: 1386: 1345: 681: 417:environmental resource management 248:production possibilities frontier 817:"Life Is a Series of Trade-offs" 666:also involve tradeoffs, as when 145: 23: 1270: 1196: 1145: 1131: 627:inhumane or illegal experiments 519:of the gain and/or bias point, 34:needs additional citations for 1119: 1060: 1011: 968: 927: 894: 837: 823: 809: 588: 490: 1: 1139:"105_2013_12_05_Trade-offs_2" 802: 656: 446: 328:, are used routinely to save 282: 167:needs additional information. 565:, you may be able to reduce 372: 252:multi-objective optimization 217: 7: 690: 632: 523:immunity, and reduction of 260:capital asset pricing model 242:(named after the economist 209: 165:. The specific problem is: 10: 1391: 920:10.1016/j.trip.2023.100897 792:Williamson trade-off model 404: 400: 298: 871:10.1016/j.cub.2013.11.036 844:Garland, Jr., T. (2014). 629:to treat disease today?) 616: 133:lower potential returns. 934:Thompson, M. A. (2017). 722:Detection error tradeoff 435:are in reference as the 316:When copying music from 311: 1094:10.1073/pnas.1908683116 737:Evolutionary physiology 351: 137:Theoretical description 707:Biological constraints 702:Bias–variance tradeoff 497:electrical engineering 439:decisive factors. In 364:. Small cars like the 742:Evolutionary tradeoff 732:Evolutionary medicine 727:Economy (linguistics) 717:Cost-benefit analysis 407:Evolutionary tradeoff 270:of portfolio return. 1018:Keen, E. C. (2014). 712:Carrier's constraint 421:carbon sequestration 338:Lossless compression 172:improve this article 161:to meet Knowledge's 43:improve this article 16:Situational decision 1217:2015EcolL..18.1139V 1174:10.1038/nature09439 1166:2010Natur.467..959D 1085:2019PNAS..11622645P 1079:(45): 22645–22650. 862:2014CBio...24..R60G 772:Space–time tradeoff 664:Political campaigns 544:space–time tradeoff 485:resource allocation 481:distribution ranges 1036:10.4161/bact.28365 953:10.1093/icb/icx069 797:Indifference curve 605:, you might trade 550:By compressing an 303:In cold climates, 264:efficient frontier 1340:10.1002/ece3.1186 1225:10.1111/ele.12505 1211:(11): 1139–1152. 1160:(7318): 959–962. 757:Patient trade-off 670:may energize the 651:patient trade-off 501:negative feedback 459:, parental care, 429:natural selection 340:schemes, such as 324:formats, such as 322:lossy compression 200: 199: 192: 163:quality standards 154:This article may 119: 118: 111: 93: 1382: 1293: 1292: 1290: 1289: 1280:. 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"Trade-off"
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pareto front
economics
opportunity cost
Pareto frontier
Vilfredo Pareto
production possibilities frontier
multi-objective optimization
finance
capital asset pricing model
efficient frontier
variance
food waste
mittens
compact discs
lossy compression

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