2,136,887 research outputs found
Adult Children of Alcoholics: Ministers and the Ministries
Reviewed Book: Callahan, Rachel and Rea McDonnell. Adult Children of Alcoholics: Ministers and the Ministries. New York: Paulist Press, 199
Texts for preaching: a lectionary commentary based on the NRSV, year B
Reviewed Book: Brueggemann, Walter. Texts for preaching: a lectionary commentary based on the NRSV, year B. Louisville, Ky: Westminster/John Knox Pr, 1993
Two Kinds of Love: Martin Luther’s Religious World
Title: Two kinds of love : Martin Luther\u27s religious world Author: Tuomo Mannermaa; Kirsi Irmeli Stjerna Publisher: Minneapolis, Minn: Fortress Press, 2010. ISBN: 978080069707
Sin As Addiction
Reviewed Book: McCormick, Patrick. Sin As Addiction. New York: Paulist Press, 1989
Constrained Consensus
We present distributed algorithms that can be used by multiple agents to
align their estimates with a particular value over a network with time-varying
connectivity. Our framework is general in that this value can represent a
consensus value among multiple agents or an optimal solution of an optimization
problem, where the global objective function is a combination of local agent
objective functions. Our main focus is on constrained problems where the
estimate of each agent is restricted to lie in a different constraint set.
To highlight the effects of constraints, we first consider a constrained
consensus problem and present a distributed ``projected consensus algorithm''
in which agents combine their local averaging operation with projection on
their individual constraint sets. This algorithm can be viewed as a version of
an alternating projection method with weights that are varying over time and
across agents. We establish convergence and convergence rate results for the
projected consensus algorithm. We next study a constrained optimization problem
for optimizing the sum of local objective functions of the agents subject to
the intersection of their local constraint sets. We present a distributed
``projected subgradient algorithm'' which involves each agent performing a
local averaging operation, taking a subgradient step to minimize its own
objective function, and projecting on its constraint set. We show that, with an
appropriately selected stepsize rule, the agent estimates generated by this
algorithm converge to the same optimal solution for the cases when the weights
are constant and equal, and when the weights are time-varying but all agents
have the same constraint set.Comment: 35 pages. Included additional results, removed two subsections, added
references, fixed typo
Liberation Theology and Its Critics: Toward an Assessment
Reviewed Book: McGovern, Arthur F. Liberation Theology and Its Critics: Toward an Assessment. Maryknoll, N.Y.: Orbis Books, 1989
Consensus Propagation
We propose consensus propagation, an asynchronous distributed protocol for
averaging numbers across a network. We establish convergence, characterize the
convergence rate for regular graphs, and demonstrate that the protocol exhibits
better scaling properties than pairwise averaging, an alternative that has
received much recent attention. Consensus propagation can be viewed as a
special case of belief propagation, and our results contribute to the belief
propagation literature. In particular, beyond singly-connected graphs, there
are very few classes of relevant problems for which belief propagation is known
to converge.Comment: journal versio
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