Algorithm may typically. Medical search. Frequent questions

The third level, the clever level, requires more understanding of the elements involved in the problem and their properties or even a reformulation of the algorithm (e.g., numerical algorithms exploit mathematical properties that are not obvious). (wikibooks.org)
Much of his work is focused on the use of cutting-edge mathematical techniques to understand the limits imposed on efficient algorithms. (ubc.ca)
The Fast Fourier Transform , first developed in 1965 by J.W Cooley & John Tukey , was designed to compute the much older mathematical discovery of the Discrete Fourier Algorithm ,* and is perhaps the most widely used algorithm in digital communications, responsible for breaking down irregular signals into their pure sine-wave components . (furtherfield.org)
It demonstrates the importance of mathematical calculation, but the chosen examples are typically not mathematical. (freetechbooks.com)
The working definition of an algorithm is simply a set of ordered rules, typically mathematical instructions carried out by a computer. (brooklynrail.org)

Christopher Steiner's upcoming book Automate This: How Algorithms Came to Rule Our World attempts to lift the lid on how human agency is largely helpless in the face of precise algorithmic bots that automate the majority of daily life and business. (furtherfield.org)
In computer science , algorithmic efficiency is a property of an algorithm which relates to the amount of computational resources used by the algorithm. (wikipedia.org)
Typically the larges gains of performance can be achieved through algorithmic changes. (python-academy.com)

This algorithm is a member of the ant colony algorithms family, in swarm intelligence methods, and it constitutes some metaheuristic optimizations. (wikipedia.org)
Because of their advantages of global and parallel efficiency, robustness, and universality, swarm intelligence algorithms have been widely used in engineering optimization, scientific computing, automatic control, and other fields. (hindawi.com)

We delve into how APL's unique syntax and capabilities enhance genetic algorithm development, offering practical insights for efficient coding and problem-solving. (marketsplash.com)
Some genetic algorithm projects may require additional libraries for advanced functions. (marketsplash.com)

Other IF systems typically have an built-in abstract I/O API, which maps only partially onto Glk. (eblong.com)

That search was executed using the Google Scholar search engine in September 2019 and yielded four map-matching algorithms frequently employed in past studies [16,24, 26, 27]. (researchgate.net)
a GitHub search in 2019 yielded three more mapmatching algorithms with associated published studies [14,28,29]. (researchgate.net)

This terminology is considered obsolete by the cryptography industry: the ECM factorization method is more efficient that Pollard's algorithm and finds safe prime factors just as quickly as it finds non-safe prime factors of similar size, thus the size of p is the key security parameter, not the smoothness of p-1. (wikipedia.org)
One tool that we use is an efficient algorithm that constructs an ℓ -limited neighborhood cover, that may be of independent interest. (jhu.edu)
Examples of these cases include prototypes that are used only a few times, cases where the input is small, when simplicity and ease of maintenance is more important, when the area concerned is not the bottle neck, or when there's another process or area in the code that would benefit far more from efficient design and attention to the algorithm(s). (wikibooks.org)
By understanding these aspects of APL genetic algorithms, developers can harness the language's strengths to create efficient and effective evolutionary computing solutions. (marketsplash.com)
His research aims to find the most efficient algorithms to solve problems that involve large-scale networks. (ubc.ca)
Often a carefully chosen data structure will allow a more efficient algorithm to be used. (freetechbooks.com)
However, different resources such as time and space complexity cannot be compared directly, so which of two algorithms is considered to be more efficient often depends on which measure of efficiency is considered most important. (wikipedia.org)
An algorithm is considered efficient if its resource consumption, also known as computational cost, is at or below some acceptable level. (wikipedia.org)

Join us as we explore the major algorithm updates, shifts in what are (and aren't) ranking factors, and other impactful SEO events from 2023. (searchenginejournal.com)
Read on to find out how the Instagram algorithm works in 2023 and make sure your lovingly handcrafted social content gets the attention it deserves. (hootsuite.com)

DeepMind, a subsidiary of Alphabet focused on artificial intelligence, famously used it to develop algorithms capable of learning how to play several classic video games at an expert level. (technologyreview.com)
Genetic algorithms represent a fascinating area of artificial intelligence, and when combined with the unique array of features in APL, they open up a realm of intriguing possibilities. (marketsplash.com)

Interestingly, Russian multiplication is equivalent to the way microprocessors multiply using a binary algorithm, and therefore presages how modern-day computing devices multiply. (maa.org)
Showing students the link between Russian multiplication and microprocessor multiplication gives them a deeper appreciation of electronic computing devices, as well as reviews for them the binary number system and introduces them to a computing algorithm. (maa.org)
The multiplier and multiplicand in a microprocessor are typically stored in binary form. (maa.org)
Additionally, you should know some basic algorithms like binary search, a sorting algorithm (merge sort, heap sort, insertion sort, or others), and breadth-first or depth-first search. (wikibooks.org)

Pollard's p − 1 algorithm is a number theoretic integer factorization algorithm, invented by John Pollard in 1974. (wikipedia.org)
The math is, typically, 8 bit integer. (zdnet.com)

Owing to their simplicity, ease of implementation, and implicit correction for seasonal trends (only data from the prior 9 days are used), the EARS algorithms are widely used ( 8 - 10 ). (cdc.gov)
The Simplex Algorithm , originally developed by George Dantzig in the late 1940s, is widely responsible for solving large scale optimisation problems in big business and (according the optimisation specialist Jacek Gondzio) it runs at " tens, probably hundreds of thousands of calls every minute " . (furtherfield.org)

How does the YouTube algorithm work in 2024? (shopify.com)

An introduction to problem-solving and algorithm formulation using an example-driven approach. (freetechbooks.com)

The algorithm automatically corrects for the biases in these data that stem from an overrepresentation of male subjects in clinical research trials. (sciencedaily.com)
The algorithm uses data from the FDA Adverse Event Reporting System (FAERS), which contains reports of adverse drug effects from consumers, healthcare providers, and manufacturers all the way back to 1968. (sciencedaily.com)
Many times, large matrices representing real-world data are sparse or doubly sparse (i.e., sparse in both rows and columns), and are accessed as a stream of updates, typically organized in row-order . (jhu.edu)
UPGMA (average linking) is probably the most popular algorithm for hierarchical data clustering, especially in computational biology. (nih.gov)
We studied 4 time-series algorithm modifications designed to improve sensitivity for detecting artificially added data. (cdc.gov)
Thus, statistical algorithms are needed to filter large volumes of data, focus attention on potential public health problems, and provide an objective measure of increases in disease activity. (cdc.gov)
Actual routes taken by household members who travelled to work by car were extracted using the GPS data and the GIS-based map-matching algorithm. (researchgate.net)
The objective of this research is to evaluate the accuracy of existing map‐matching algorithms for GPS data on active travel. (researchgate.net)
The rapidly evolving AI data structures and algorithms makes Programmable Systems-on-a-Chip (PSOC) the hot area for experimentation. (zdnet.com)
Limited information is known about the best and most cost-effective ways to automatically collect non-motorized traffic data, especially because non-motorized traffic levels are typically much lower and more variable than motorized traffic levels. (dot.gov)
Based on the authors' extensive teaching of algorithms and data structures, this text aims to show a sample of the intellectual demands required by a computer science curriculum. (freetechbooks.com)
Many of these measures depend on the size of the input to the algorithm, i.e. the amount of data to be processed. (wikipedia.org)
for example, some sorting algorithms perform poorly on data which is already sorted, or which is sorted in reverse order. (wikipedia.org)
This final article in the series will look at -ve latency DSP and how it can be used to cancel the unwanted delays in sampled-data systems due to such factors as Nyquist filtering, ADC acquisition, DSP/FPGA algorithm computation time, DAC reconstruction and circuit propagation delays. (dsprelated.com)
The performance of the proposed algorithm was evaluated with simulated qHTS data sets. (nih.gov)
For the first and third steps, microphone phased array measurements are typically conducted and data are processed using the conventional beamforming (CB) algorithm. (cdc.gov)
These algorithms were used along with the CB algorithm to process data collected from a horizontal Vibrating Screen (VS) machine used in coal preparation plants. (cdc.gov)

In this thesis, we proposed a graph-algorithm-based approach to verify the network configuration robustness. (umass.edu)

This is significant because there may be many real-world situations where you would want an algorithm and a person to work together to solve a hard task. (technologyreview.com)
Users around the world verify transactions by using their computers to solve complex algorithms. (nolo.com)
Transactions are verified when users in the network use their computers to solve a complicated algorithm within the blocks. (nolo.com)

In computer science and operations research , the ant colony optimization algorithm ( ACO ) is a probabilistic technique for solving computational problems which can be reduced to finding good paths through graphs . (wikipedia.org)

[2] Combinations of artificial ants and local search algorithms have become a method of choice for numerous optimization tasks involving some sort of graph , e.g., vehicle routing and internet routing . (wikipedia.org)
As an example, ant colony optimization [3] is a class of optimization algorithms modeled on the actions of an ant colony . (wikipedia.org)
For solving multidimension function optimization problems, this strategy may deteriorate the convergence speed and the quality of solution of algorithm due to interference phenomena among dimensions. (hindawi.com)
Flower pollination algorithm (proposed by Yang in 2012) [ 11 ] is a new population-based intelligent optimization algorithm by simulating flower pollination behavior. (hindawi.com)
Thus, this can inspire to design new optimization algorithm. (hindawi.com)
As detailed below, the way in which an algorithm is implemented can also have a significant effect on actual efficiency, though many aspects of this relate to optimization issues. (wikipedia.org)

The standard PubMed Best Match sort is based on a weighted term frequency algorithm. (nih.gov)
The new machine learning system achieves significant improvement in retrieval performance over the weighted term frequency algorithm alone. (nih.gov)
A subset of this, are purposely designed algorithms which make speedy micro-profits from large volumes of trades, otherwise known as 'high speed or high frequency traders (HST) . (furtherfield.org)
Typically when DSP practitioners want to predict the accuracy performance of a digital integrator they compare how closely that integrator's frequency response matches the frequency response of an ideal integrator [1,2]. (dsprelated.com)
In conclusion, use of the RCB and the CLEAN-SC algorithms in the low frequency range of interest helped pinpoint dominant noise sources which otherwise would be very hard to identify. (cdc.gov)

Flower pollination algorithm (FPA) is a new nature-inspired intelligent algorithm which uses the whole update and evaluation strategy on solutions. (hindawi.com)
In the progress of iteration of improved algorithm, a dimension by dimension based update and evaluation strategy on solutions is used. (hindawi.com)
The evaluation results illustrate that InvariMint (1) leads to new fundamental insights and better understanding of existing algorithms, (2) simplifies creation of new algorithms, including hybrids that combine or extend existing algorithms, and (3) makes it easy to compare and contrast previously published algorithms. (washington.edu)

Initially proposed by Marco Dorigo in 1992 in his PhD thesis, [6] [7] the first algorithm was aiming to search for an optimal path in a graph, based on the behavior of ants seeking a path between their colony and a source of food. (wikipedia.org)

In simple terms, the Instagram algorithm looks at information about content (Reels, feed posts, and Stories) and information about users (interests and behavior on the platform) to serve the right content to the right people . (hootsuite.com)
Reinforcement-learning algorithms mesh well with most games, because they tweak their behavior in response to positive feedback-the score going up. (technologyreview.com)

Additionally, when the maximum prime factors of p-1 for each prime factors p of n are all the same in some rare cases, this algorithm will fail. (wikipedia.org)

This algorithm combines over 150 signals that are helpful for finding best matching results. (nih.gov)
In this guide, we cover the ins and outs of the algorithm's ranking signals, important recent changes to the Instagram algorithm, and everything else you need to know to boost your content's visibility on the platform. (hootsuite.com)
Beyond these core signals, here's how the Instagram algorithm distributes specific content formats. (hootsuite.com)

APL's efficiency in handling arrays can significantly speed up the execution of genetic algorithms. (marketsplash.com)
An algorithm must be analyzed to determine its resource usage, and the efficiency of an algorithm can be measured based on the usage of different resources. (wikipedia.org)
In practice, there are other factors which can affect the efficiency of an algorithm, such as requirements for accuracy and/or reliability. (wikipedia.org)

And discuss the implementation of the clinical diagnostic algorithms for blastomycosis, coccidioidomycosis, and histoplasmosis. (cdc.gov)
Based on his symptoms and a clinical workup, he was diagnosed with adult-onset Stills disease, a rare type of inflammatory arthritis typically associated with fevers, rash, and joint pain. (cdc.gov)

Two other algorithms have similarly accurate routes (70-90% accuracy, depending on the measure), but fail to generate routes for about a third of trips. (researchgate.net)
Ordinary reinforcement-learning algorithms usually fail to get out of the first room in Montezuma's Revenge, and in Pitfall! (technologyreview.com)

The YouTube algorithm is a set of computer instructions designed to process videos and associated content such as comments, description, engagements, etc., in order to rank and recommend videos based on relevance and viewer satisfaction. (shopify.com)
YouTube's algorithm is all about helping its users find the most relevant content as easily as possible. (shopify.com)
This is done by actually surveying users as they watch content, to see how they're really feeling about it, helping the algorithm recommend the most satisfactory content. (shopify.com)
The Instagram algorithm is a set of rules that rank content on the platform . (hootsuite.com)
The Instagram algorithm analyzes every piece of content posted to the platform. (hootsuite.com)
Knowing how the Instagram algorithm works and optimizing your content accordingly can lead to Instagram displaying your posts to more users. (hootsuite.com)
Each time a user opens the app, the Instagram algorithm instantly combs through all available content and decides what content to serve them (and in what order). (hootsuite.com)
Does a user typically interact with this type of content? (hootsuite.com)
When the Instagram algorithm recognizes that a user enjoys a specific content type or format, they show them more of the same. (hootsuite.com)

a satisfactory JPEG image typically requires 500 kB. (wikipedia.org)

This article aims to explore how APL can be effectively used to create and manipulate genetic algorithms, offering insights and practical examples for your programming toolkit. (marketsplash.com)

In [ 41 ] we were able to verify reachability properties of more involved algorithms by applying bounded model checking. (springer.com)

Finally, as a side result, we also give a hopset construction in a variant of the low-memory Massively Parallel Computation model, with improved running time over existing algorithms. (jhu.edu)

From a broader perspective, ACO performs a model-based search [8] and shares some similarities with estimation of distribution algorithms . (wikipedia.org)
We started by drafting an algorithm that was based on a MEDLINE search for relevant reviews and original research. (medscape.com)
A MEDLINE search (1985 to present) found 76 review articles on abnormal uterine bleeding that appeared to address the topic comprehensively, and 24 of these included an algorithm. (medscape.com)
And, in order to enhance the local searching ability, local neighborhood search strategy is also applied in this improved algorithm. (hindawi.com)
Many search algorithms have parameters that need to be tuned to get the best performance. (aaai.org)

This is particularly beneficial for genetic algorithms, which often involve array manipulations and matrix operations. (marketsplash.com)

[5] One variation on this approach is the bees algorithm , which is more analogous to the foraging patterns of the honey bee , another social insect. (wikipedia.org)
In reality the color calculations are deeply enmeshed with the whole Fontana algorithm but I hope that abstracting it out in this way provides a general overview of this approach. (medium.com)
This paper presents InvariMint, an approach to specify model-inference algorithms \emphdeclaratively. (washington.edu)
par We applied the InvariMint declarative approach to two model-inference algorithms. (washington.edu)
The success of the approach has generated hope that AI algorithms could teach themselves to do all sorts of useful things that are currently impossible for machines. (technologyreview.com)
The team demonstrated a fundamentally different approach to machine learning within an environment that offers few clues to show an algorithm how it is doing. (technologyreview.com)
Genetic algorithms (GAs) are a cornerstone of evolutionary computing, and APL (A Programming Language) offers a unique approach to implementing these algorithms. (marketsplash.com)

[ 15 ] This single evidence-based algorithm addressed only one aspect of abnormal bleeding (menorrhagia), and most of the diagnostic recommendations were based on grade C evidence (expert opinion). (medscape.com)

To improve the results, the algorithm then repeats the whole process 25 times. (sciencedaily.com)
The algorithm produced accurate results in a reasonable amount of time. (researchgate.net)
The team's new family of reinforcement-learning algorithms, dubbed Go-Explore, remember where they have been before, and will return to a particular area or task later on to see if it might help provide better overall results. (technologyreview.com)

Grey hats experiment with loopholes, but depending on the shade of gray, they typically use fairly above-board principles. (observer.com)

Engineers have demonstrated how a deep learning algorithm can be applied to a conventional computerized tomography (CT) scan in order to produce images that would typically require a higher level of imaging technology known as dual-energy CT. (nih.gov)

No attempt was made to be encyclopedic, so that this book can include topics traditionally de-emphasized or omitted from most Algorithms books. (freetechbooks.com)

The ease and flexibility of the Python scripting language used in developing the GIS-based mapmatching algorithm make this tool easy to develop and implement. (researchgate.net)
The main purpose of the Instagram algorithm is to make each user's experience with the platform as pleasant as possible. (hootsuite.com)
APL's concise syntax and powerful array manipulation capabilities make it an excellent choice for implementing these algorithms. (marketsplash.com)

The fitness function is a key component of genetic algorithms, used to evaluate and rank individuals in the population. (marketsplash.com)

Automatic verification of threshold-based fault-tolerant distributed algorithms (FTDA) is challenging: FTDAs have multiple parameters that are restricted by arithmetic conditions, the number of processes and faults is parameterized, and the algorithm code is parameterized due to conditions counting the number of received messages. (springer.com)
We consider automatic verification techniques specifically for threshold-based fault-tolerant distributed algorithms. (springer.com)

The algorithm in this article is designed to help primary care physicians manage abnormal uterine bleeding using strategies that are consistent with the evidence as well as the actual practice of gynecologists. (medscape.com)
Explore the synergy of APL and genetic algorithms in this article. (marketsplash.com)

We constructed a concise but comprehensive algorithm for the management of abnormal uterine bleeding between menarche and menopause that was based on a systematic review of the literature as well as the actual management of patients seen in a gynecology clinic. (medscape.com)
After 3 iterations of this process (total of 300 patients), we agreed on a final algorithm that generally followed the practices we observed, while maintaining consistency with the evidence. (medscape.com)
Patients with ATC typically present with a rapidly growing neck mass. (medscape.com)

Current Treatment Algorithms provide state-of-the-art treatment pathways with a concise summary of the recommendations. (nature.com)

Algorithm work? (stackoverflow.com)
How does the algorithm work though? (stackoverflow.com)
How does the Instagram algorithm work? (hootsuite.com)
Unfortunately, two conditions caused queue depth to increase: The first occurred when there was a surge of customers-typically around lunch time or after work, when people ran errands. (amazon.com)
It's a truism in certain circles to suggest that almost all corporate and commerical CPU's are executing Dantzig's Simplex algorithm, which determines almost everything from work schedules, food prices, bus timetables and trade shares. (furtherfield.org)

Typically, the parameters are tuned offline, resulting in a generic setting that is supposed to be effective on all problem instances. (aaai.org)
The design of a passive suspension typically consists of optimizing the value of two parameters: the stiffness and the damping of the suspension. (cdc.gov)

This book covers techniques for the design and analysis of algorithms. (wikibooks.org)
Nicholas Harvey is the recipient of the 2012 Canada Research Chair in Algorithm Design . (ubc.ca)
Lecture notes for postgraduate and undergraduate courses on Design and Analysis of Algorithms in IIT Delhi. (freetechbooks.com)
Note that in order to further minimize the impact on user applications, it may be necessary to design the network such that backup paths with suitable characteristics (for example, capacity and/or delay) are available for the algorithms to select. (rfc-editor.org)
An active seat suspension design and control algorithm under development at the University of Illinois at Chicago, UIC, is being developed and tested. (cdc.gov)

This paper presents a GIS-based map-matching algorithm that makes use of geometric, buffer, and network functions in a GIS - to illustrate the suitability of a GIS platform in developing a postprocessing mapmatching algorithm for transportation research applications such as route choice analysis. (researchgate.net)

But…in addition to the overspecification problem…I think it's a fallacy to believe that an algorithm, at the current state of the art, can reliably look at someone's resume to decide whether or not they have a good shot at meeting the needs of the job. (chicagoboyz.net)

We apply our algorithm to the entire collection of protein sequences, to automatically build a comprehensive evolutionary-driven hierarchy of proteins from sequence alone. (nih.gov)

In this setting, where space (memory) is the limiting resource, all known algorithms require space that is polynomial in the dimension of the matrix, even for sparse matrices. (jhu.edu)
We address this challenge by providing the first algorithms whose space requirement is independent of the matrix dimension , assuming the matrix is doubly-sparse and presented in row-order. (jhu.edu)
To overcome this shortage, in this paper a dimension by dimension improvement based flower pollination algorithm is proposed. (hindawi.com)

Here's how the YouTube algorithm works, according to Google engineers who worked on it, and tips for how you can get more views on YouTube. (shopify.com)
The YouTube algorithm is explained more in this research paper , published by Google engineers Paul Covington, Jay Adams, and Emre Sargin. (shopify.com)

For example, on a log of 50,000 events, InvariMint's declarative implementation of the kTails algorithm completes in 12 seconds, while a procedural implementation completes in 18 minutes. (washington.edu)
We also found that InvariMint's declarative version of the Synoptic algorithm can be over 170 times faster than the procedural implementation. (washington.edu)

Better reinforcement-learning algorithms could ultimately prove useful for things like autonomous driving and optimizing vehicle routes. (technologyreview.com)

The new algorithm incorporates machine learning to re-rank the top articles returned for improved relevance. (nih.gov)
See PubMed Help for more information on the standard relevance algorithm and machine learning. (nih.gov)
Researchers have developed a machine learning algorithm that identifies and predicts differences in adverse drug effects between men and women by analyzing 50 years' worth of reports in an FDA database. (sciencedaily.com)
Because it is a machine learning algorithm, AwareDX can automatically adjust for sex-based biases in a way that would take concerted effort to do manually. (sciencedaily.com)
A new kind of machine-learning algorithm just mastered a couple of throwback video games that have proved to be a big headache for AI. (technologyreview.com)
Waiting for majorities, or more generally waiting for quorums, is a key pattern of many fault-tolerant algorithms, e.g., consensus, replicated state machine, and atomic commit. (springer.com)
NICHD-supported researchers bypassed this daily calibration by adding a machine learning component to their algorithms. (nih.gov)
However, because the CLEAN-SC algorithm yields small and localized "hot" spots, extra care needs to be used when aligning the acoustic maps with the actual pictures of the machine. (cdc.gov)

Numerous powerful model-inference algorithms have been proposed to aid developers in log analysis and system understanding. (washington.edu)

flower pollination algorithm can also be divided into global pollination process and local pollination process. (hindawi.com)

To overcome this resolution issue, two alternative approaches are explored in this paper, namely the CLEAN-SC algorithm and a variarion of an adaptive beamforming algorithm known as Robust Capon Beamformer (RCB). (cdc.gov)

The new algorithms come from Uber's AI research team in San Francisco, led by Jeff Clune , who is also an associate professor at the University of Wyoming. (technologyreview.com)

Typically reduces code size. (medium.com)
Nevertheless, the most dramatic reduction in "hot" spot size was obtained using the CLEAN-SC algorithm. (cdc.gov)

But on a more basic level, within the supposedly casual and passive act of browsing information online, algorithms are constructing more and more of our typical experiences on the Web. (furtherfield.org)

AI researchers have typically tried to get around the issues posed by by Montezuma's Revenge and Pitfall! (technologyreview.com)
The researchers also found that adding a little bit of domain knowledge, by having human players highlight interesting or important areas, sped up the algorithms' learning and progress by a remarkable amount. (technologyreview.com)

Six map‐matching algorithms are applied to a sample of 63 trajectories, stratified on network density and average heading change, extracted from a large set of real‐world trips from metropolitan Vancouver, Canada. (researchgate.net)
Network configurations are typically done by manually setting up the configuration files. (umass.edu)
But in the last hundred years or so, as the flow of information has grown into an all-encompassing global network, algorithms have taken on lives of their own, proliferating over this network, competing, surviving, and adapting like exotic alien creatures. (brooklynrail.org)

A clever algorithm may be hard to understand by being non-obvious that it is correct, or it may be hard to understand that it actually runs faster than what it would seem to require. (wikibooks.org)
Typically, people who use these types of devices require daily "retraining" that takes time and limits the degree to which a person can control their device. (nih.gov)

Analytical, Diagnostic and Therapeutic Techniques and Equipment9

Phenomena and Processes2

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Genetic algorithm2

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20192

Efficient8

20232

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Fail2

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Running time1

Search5

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