Computational Network Science: An Algorithmic Approach by Henry Hexmoor PDF

By Henry Hexmoor

ISBN-10: 0128008911

ISBN-13: 9780128008911

The rising box of community technology represents a brand new form of study which can unify such traditionally-diverse fields as sociology, economics, physics, biology, and laptop technological know-how. it's a strong instrument in interpreting either average and man-made platforms, utilizing the relationships among gamers inside of those networks and among the networks themselves to achieve perception into the character of every box. before, stories in community technological know-how were fascinated with specific relationships that require diversified and sometimes-incompatible datasets, which has saved it from being a really common discipline.

Computational community technological know-how seeks to unify the equipment used to research those various fields. This booklet offers an advent to the sphere of community technology and gives the basis for a computational, algorithm-based method of community and process research in a brand new and critical approach. This new strategy might get rid of the necessity for tedious human-based research of other datasets and support researchers spend extra time at the qualitative elements of community technology research.

> Demystifies media hype concerning community technological know-how and serves as a fast paced advent to state of the art suggestions and platforms on the topic of community science
> accomplished assurance of community technology algorithms, methodologies, and customary problems
> contains references to formative and up to date advancements within the field
> insurance spans mathematical sociology, economics, political technology, and organic networks

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5. CA is the sender’s cost of attacking. GA is the sender’s utility for a successful attack. CF is the sender’s cost of forwarding. CM is the receiver’s cost of monitoring for attacks. For the malicious sender, it is always better to attack, whereas 28 Computational Network Science: An Algorithmic Approach Fig. 5. Packet forwarding game. the benign sender always forwards. , 2012). , 2012). a is the probability that the sender is malicious. b is the channel loss rate and (1 − b) is the probability of receiver monitors for an attack.

There are many other community concepts such as lambda sets (Cross and Parker, 2004). k-Clique is a maximal subgraph in which the largest geodesic distance between any two nodes (defined in the original network) is not larger than k. k-Club, which is a subclass of k-cliques, restricts the geodesic distance not larger than k. , quasi-clique) iff Es / [( vs ( vs − 1)) / 2] γ . When g = 1, g-dense is the same as clique. Two nodes are structurally equivalent if for any node vk that vk ≠ vi and vk ≠ vj, e(vi, vk) ∈ E iff e(vj, vk) ∈ E.

Oxford University Press. , 1982. Evolution and the Theory of Games. Cambridge University Press. , 2011. Network Games. Morgan Claypool Publishers. , 1991. Game Theory: Analysis of Conflict. Harvard University Press. , 1997. Game Theory: Analysis of Conflict, Harvard University Press. , Vazirani, V. ), 2007. Algorithmic Game Theory. Cambridge University Press. Osborne, M. and Rubinstein, A. (1994). A Course in Game Theory. MIT Press. , 1973. A class of games possessing pure-strategy Nash equilibria.

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Computational Network Science: An Algorithmic Approach by Henry Hexmoor


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