Counting Sampling And Integrating Algorithms And Complexity


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Counting, Sampling and Integrating: Algorithms and Complexity


Counting, Sampling and Integrating: Algorithms and Complexity

Author: Mark Jerrum

language: en

Publisher: Birkhäuser

Release Date: 2012-12-06


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The subject of these notes is counting and related topics, viewed from a computational perspective. A major theme of the book is the idea of accumulating information about a set of combinatorial structures by performing a random walk on those structures. These notes will be of value not only to teachers of postgraduate courses on these topics, but also to established researchers. For the first time this body of knowledge has been brought together in a single volume.

Stochastic Simulation: Algorithms and Analysis


Stochastic Simulation: Algorithms and Analysis

Author: Søren Asmussen

language: en

Publisher: Springer Science & Business Media

Release Date: 2007-07-14


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Sampling-based computational methods have become a fundamental part of the numerical toolset of practitioners and researchers across an enormous number of different applied domains and academic disciplines. This book provides a broad treatment of such sampling-based methods, as well as accompanying mathematical analysis of the convergence properties of the methods discussed. The reach of the ideas is illustrated by discussing a wide range of applications and the models that have found wide usage. Given the wide range of examples, exercises and applications students, practitioners and researchers in probability, statistics, operations research, economics, finance, engineering as well as biology and chemistry and physics will find the book of value.

Combinatorial Optimization and Applications


Combinatorial Optimization and Applications

Author: Weili Wu

language: en

Publisher: Springer Nature

Release Date: 2023-12-08


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The two-volume set LNCS 14461 and LNCS 14462 constitutes the refereed proceedings of the 17th International Conference on Combinatorial Optimization and Applications, COCOA 2023, held in Hawaii, HI, USA, during December 15–17, 2023. The 73 full papers included in the proceedings were carefully reviewed and selected from 117 submissions. They were organized in topical sections as follows: Part I: Optimization in graphs; scheduling; set-related optimization; applied optimization and algorithm; Graph planer and others; Part II: Modeling and algorithms; complexity and approximation; combinatorics and computing; optimization and algorithms; extreme graph and others; machine learning, blockchain and others.