EFTA01125582Set 9
74p6,638w
CULTURAL ALGORITHMS:
A TUTORIAL
DR. ROBERT G. REYNOLDS
WAYNE STATE UNIVERSITY
DETROIT, MICHIGAN
EFTA01125582
OUTLINE
• I. Ideational Theories of Cultural Evolution
• II. Cultural Algorithms: A Computational Framework
• III. General Features ... Suitable Problems
• V. Designing Cultural Algorithms
• Embedding a weak method into the Cultural Algorithm
Framework: A Genetic Algorithm Example
• IV. Example Applications
• V. Future Directions
EFTA01125583
Ideational Approaches to Cultural ... shared ideational phenomena (values, ideas,
beliefs, and the like)". Less purposeful.
EFTA01125585
CULTURAL ALGORITHMS ARE COMPUTATIONAL
MODLES OF CULTURAL EVOLUTION
BASIC PSEUDOCODE FOR CURTURAL ALGORITHMS
IS A AS FOLLOWS:
Begin
https://www.justice.gov/epstein/files/DataSet%209/EFTA01125582.pdf
EFTA01116979Set 9
13p6,610w
sale by STC to the Black Family
Members, of a series of financial algorithms to be used solely for the purpose of analyzing, evaluating,
and structuring the financial estates ... Black Family Members (the "Purchased Algorithms"). With
respect to the purchase and sale of the Purchased Algorithms, STC and the Black Family Members hereby
agree as follows:
1. Purchase ... Family
Members, all right, title and interest of STC in and to the Purchased Algorithms, upon, subject to and in
accordance with the provisions of this Agreement; provided, however, that
https://www.justice.gov/epstein/files/DataSet%209/EFTA01116979.pdf
EFTA01139453Set 9
2015-11-1034p24,253w
such as regular lattices, do not change the
computer science describe the complexity of algorithms that solve fixation probability compared with the well-mixed population.
certain classes of problems ... algorithm is deemed efficient if it can The effect of population structure on evolution is also at the
solve a problem in polynomial time, which means the running time ... heart of the famous Wright-Fisher debate (4-6).
the algorithm is a polynomial function of the length of the input. There In 2005, evolutionary graph theory was introduced
https://www.justice.gov/epstein/files/DataSet%209/EFTA01139453.pdf
EFTA02009674Set 10
2012-09-1933p7,564w
Lewis with Buntzie Ellis
Churchill
Article 8.
The Wall Street Journal
The Tyranny of Algorithms
Evgenv Morozov
NYT
The United States and the Muslim
World
Editorial
EFTA_R1_00510634
EFTA02009675 ... Israel Alliance."
Artick 8
The Wall Street Journal
The Tyranny of Algorithms
Evgeny Morozov
Automate This
By Christopher Steiner
(Portfolio Penguin, 248 pages, $25.95)
September 19, 2012 -- In "Player Piano ... Christopher Steiner's
provocative "Automate This," a book about our growing reliance
on algorithms. By encoding knowledge about the world into
EFTA_R1_00510661
EFTA02009702
simple rules that computers
https://www.justice.gov/epstein/files/DataSet%2010/EFTA02009674.pdf
EFTA01181233Set 9
2012-09-2123p7,510w
Lewis with Buntzie Ellis Churchill
Article 8.
The Wall Street Journal
The Tyranny of Algorithms
Evgeny Morozov
NYT
The United States and the Muslim World
Editorial
EFTA01181233
September ... Making
of the U.S.-Israel Alliance."
The Wall Street Journal
The Tyranny of Algorithms
Evgeny Morozov
Automate This
By Christopher Steiner
(Portfolio Penguin, 248 pages, $25.95)
September ... Christopher Steiner's provocative
"Automate This," a book about our growing reliance on algorithms. By
encoding knowledge about the world into simple rules that computers can
follow, algorithms produce faster
https://www.justice.gov/epstein/files/DataSet%209/EFTA01181233.pdf
EFTA01201796Set 9
2011-12-314p1,448w
features, based on English and Chinese language newsfeeds
o Fundamental and macroeconomic features
• Predictive algorithms, including 5 different algorithms used in the backtests, and 2 in
development.
o Each ... these algorithms, to be applied to a certain universe of financial instruments, is
first trained on historical data regarding these instruments. Based on this training, it
learns ... specified at the start of the training process)
o Some of our algorithms are entirely proprietary to Aidyia; others are heavily customized
versions of open-source machine learning tools
https://www.justice.gov/epstein/files/DataSet%209/EFTA01201796.pdf
EFTA00874225Set 9
2013-05-2029p10,468w
Thomas Schulz
17 May, 2013 -- Forget Big Brother. Companies and countries are
discovering that algorithms programmed to scour vast quantities of data
can be much more powerful. They can predict ... faster, can link and correlate a wide variety of data around the clock.
Algorithms are what create order from this chaos. They dig through,
discovering previously unknown patterns and promptly ... Though the term Big Data means very little to most people, the power of
algorithms is already everywhere. Credit card companies can quickly
recognize unusual usage patterns, and hence automatically
https://www.justice.gov/epstein/files/DataSet%209/EFTA00874225.pdf
EFTA01103465Set 9
2013-12-0230p11,241w
attention toward the field's original goals. Given
recent advances in computing hardware and algorithms, cognitive science and neuroscience, the goal of building
powerful Artificial General Intelligence ... useful capabilities in the areas of natural language dialogue, game Al,
toy robotics, computer algorithm design, theorem-proving and genomic data analysis. In the following three years,
we will give ... thinking machine the ability to modify its own Al algorithms and to act independently as a research
scientist. It will also be able to control robots moving commonsensically through everyday
https://www.justice.gov/epstein/files/DataSet%209/EFTA01103465.pdf
EFTA00614127Set 9
15p6,062w
helps the others to scale and avoid the "combinatorial explosions" that
habitually plague Al algorithms. This concept of cognitive synergy is a dynamical correlate to
Karmiloff-Smith's (1992) classic ... speak each others' representational languages; it may be mathematically
formalized in terms of algorithmic information theory, and quantitatively measured in operational Al
systems (Goertzel, Pennachin and Geisweiller, 2014).
The CogPrime ... machine learning and probabilistic reasoning
communities, which focus on the creation of advanced learning algorithms, and the cognitive
architecture community, which focuses on human-like architectures for learning, supported
https://www.justice.gov/epstein/files/DataSet%209/EFTA00614127.pdf
EFTA01105809Set 9
15p6,061w
helps the others to scale and avoid the "combinatorial explosions" that
habitually plague Al algorithms. This concept of cognitive synergy is a dynamical correlate to
Karmiloff-Smith's (1992) classic ... speak each others' representational languages; it may be mathematically
formalized in terms of algorithmic information theory, and quantitatively measured in operational Al
systems (Goertzel, Pennachin and Geisweiller, 2014).
The CogPrime ... machine learning and probabilistic reasoning
communities, which focus on the creation of advanced learning algorithms, and the cognitive
architecture community, which focuses on human-like architectures for learning, supported
https://www.justice.gov/epstein/files/DataSet%209/EFTA01105809.pdf
EFTA00597456Set 9
15p6,065w
helps the others to scale and avoid the "combinatorial explosions" that
habitually plague Al algorithms. This concept of cognitive synergy is a dynamical correlate to
Karmiloff-Smith's (1992) classic ... speak each others' representational languages; it may be mathematically
formalized in terms of algorithmic information theory, and quantitatively measured in operational Al
systems (Goertzel, Pennachin and Geisweiller, 2014).
The CogPrime ... machine learning and probabilistic reasoning
communities, which focus on the creation of advanced learning algorithms, and the cognitive
architecture community, which focuses on human-like architectures for learning, supported
https://www.justice.gov/epstein/files/DataSet%209/EFTA00597456.pdf
EFTA01612888Set 10
10p5,153w
blockchain, and
finally distributes the new blockchain in the last phase, New Blockchain Distribution.
Algorithm 1 describes this process in more detail. Transactions are collected starting at line 3. Note ... sign. This
computation is shown in line 7. At the end of this algorithm, the blockchain is distributed to all nodes.
4
EFTA01612891
Transaction Block Verification Signed Stock New Biockchain ... Figure 2: The four phases of adding a block to the healthcare blockchain.
Algorithm 1: Creating a new block and adding it to the blockchain.
input
https://www.justice.gov/epstein/files/DataSet%2010/EFTA01612888.pdf
EFTA00300168Set 9
10p2,327w
using a
comprehensive database to bridge fields of human appeal using genetic and financial
algorithms. Every field of science has its own problems and requires efficient
algorithms. Algorithmic advances ... systems for
storing, processing and communicating financial data. Bioinformatics is the use of
algorithms, databases, artificial intelligence and data mining for generating innovative
knowledge of biology and medicine with ... methodologies, and technologies to
biomedical and financial informatics, including public health epidemiology, financial
genetic algorithms, computational biology, genomics, proteomics, structural biology,
disease modeling, and biomedical engineering. The purpose
https://www.justice.gov/epstein/files/DataSet%209/EFTA00300168.pdf
EFTA00973495Set 9
2013-10-2329p10,303w
might be
a piece of an emergent portrait if only there existed a suitable, algorithmic
way to connect them.
DARPA, of course, is where the Internet was created, back ... crucial advantage.
This brings us back to DARPA and its quest for an algorithm that will sift
through all manner of seemingly disconnected Internet data to smoke out
future political ... those unfortunate souls who might never commit
another crime even if the algorithm says they will, there is little recourse.
In any case, computers are not "neutral"; algorithms reflect
https://www.justice.gov/epstein/files/DataSet%209/EFTA00973495.pdf
EFTA00292615Set 9
51p15,330w
development of an operating plan
and strategic objectives that support FII's Algorithmic team. This person will provide leadership
to direct others in solving complex problems and will exercise authority ... Developer/Quantitative Analyst
This person will use quantitative techniques and apply them to statig arbitrage, algorithmic
trading, and electronic market making. This person should have a . in Physics,
Engineering, or Mathematics ... relationship of human-computer interactions and the forward-looking field of
artificial intelligence. Imminently, algorithmic heuristics strategies or, experience-based
techniques for problem solving, will be necessary to optimize
https://www.justice.gov/epstein/files/DataSet%209/EFTA00292615.pdf