Simplicial Complexes In Complex Systems: In Search For Alternatives

Simplicial Complexes In Complex Systems: In Search For Alternatives
Author: Yi Zhao
Publisher: World Scientific
Total Pages: 149
Release: 2021-05-25
Genre: Mathematics
ISBN: 9811226334

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For the last few decades researchers from different fields gather their findings and knowledge trying to give a shape to the new science of complex systems. To address this problem, new tools and methods have to be established. A new, or more precisely an alternative, framework for the characterization of complex system was proposed. In this book we will introduce the applicability of applicability of simplicial complexes in the science of complex systems. After introducing the main definitions and properties of simplicial complexes necessary for representation and analysis of complex systems, we will illustrate the usefulness and versatility of tools and concepts related to the simplicial complexes.

Simplicial Complexes in Complex Systems

Simplicial Complexes in Complex Systems
Author: Slobodan Maletić
Publisher:
Total Pages: 162
Release: 2017
Genre: Simplexes (Mathematics)
ISBN: 9787560363073

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Simplicial Complexes

Simplicial Complexes
Author: Sheena
Publisher: Tredition Gmbh
Total Pages: 0
Release: 2024-07-03
Genre: Philosophy
ISBN: 9783384278166

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This title improves upon the original by: Intrigue: "Beyond Faces" sparks curiosity about what lies beyond a basic feature of simplicial complexes. Power: "Power" emphasizes the wider significance of these structures. The piece could delve into face numbers as a foundational concept: Counting Faces: Explain how the number of faces (points, edges, triangles, etc.) provides initial insights into a simplicial complex's structure. Simplex Homology: Briefly introduce this concept, highlighting how it uses face numbers to reveal hidden properties of the shape. The focus would then shift on the broader applications of simplicial complexes: Modeling Complex Systems: Discuss how these structures can represent complex networks, from social connections to the human brain. Topological Analysis: Highlight how simplicial complexes allow us to analyze the fundamental properties of shapes independent of size or deformation. Applications in Science and Engineering: Explore their use in fields like computer graphics, 3D printing, and even physical simulations. "Beyond Faces" suggests a few content directions: Higher Dimensions: Briefly touch upon how simplicial complexes can represent shapes beyond our usual 3D world. Visualizations: Emphasize the importance of using visualizations or interactive tools to help readers grasp these concepts. Historical Context: Briefly discuss the development of simplicial complexes and their role in the history of mathematics.

Topological Signal Processing

Topological Signal Processing
Author: Michael Robinson
Publisher: Springer Science & Business Media
Total Pages: 245
Release: 2014-01-07
Genre: Technology & Engineering
ISBN: 3642361048

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Signal processing is the discipline of extracting information from collections of measurements. To be effective, the measurements must be organized and then filtered, detected, or transformed to expose the desired information. Distortions caused by uncertainty, noise, and clutter degrade the performance of practical signal processing systems. In aggressively uncertain situations, the full truth about an underlying signal cannot be known. This book develops the theory and practice of signal processing systems for these situations that extract useful, qualitative information using the mathematics of topology -- the study of spaces under continuous transformations. Since the collection of continuous transformations is large and varied, tools which are topologically-motivated are automatically insensitive to substantial distortion. The target audience comprises practitioners as well as researchers, but the book may also be beneficial for graduate students.

Higher Order Networks: An Introduction to Simplicial Complexes

Higher Order Networks: An Introduction to Simplicial Complexes
Author: Ginestra Bianconi
Publisher: Cambridge University Press
Total Pages: 149
Release: 2021-12-23
Genre: Mathematics
ISBN: 1108726739

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This Element presents one of the most recent developments in network science in a highly accessible style. This Element will be of interest to interdisciplinary scientists working in network science, in addition to mathematicians working in discrete topology and geometry and physicists working in quantum gravity.

Distributed Computing Through Combinatorial Topology

Distributed Computing Through Combinatorial Topology
Author: Maurice Herlihy
Publisher: Newnes
Total Pages: 335
Release: 2013-11-30
Genre: Computers
ISBN: 0124047289

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Distributed Computing Through Combinatorial Topology describes techniques for analyzing distributed algorithms based on award winning combinatorial topology research. The authors present a solid theoretical foundation relevant to many real systems reliant on parallelism with unpredictable delays, such as multicore microprocessors, wireless networks, distributed systems, and Internet protocols. Today, a new student or researcher must assemble a collection of scattered conference publications, which are typically terse and commonly use different notations and terminologies. This book provides a self-contained explanation of the mathematics to readers with computer science backgrounds, as well as explaining computer science concepts to readers with backgrounds in applied mathematics. The first section presents mathematical notions and models, including message passing and shared-memory systems, failures, and timing models. The next section presents core concepts in two chapters each: first, proving a simple result that lends itself to examples and pictures that will build up readers' intuition; then generalizing the concept to prove a more sophisticated result. The overall result weaves together and develops the basic concepts of the field, presenting them in a gradual and intuitively appealing way. The book's final section discusses advanced topics typically found in a graduate-level course for those who wish to explore further. Named a 2013 Notable Computer Book for Computing Methodologies by Computing Reviews Gathers knowledge otherwise spread across research and conference papers using consistent notations and a standard approach to facilitate understanding Presents unique insights applicable to multiple computing fields, including multicore microprocessors, wireless networks, distributed systems, and Internet protocols Synthesizes and distills material into a simple, unified presentation with examples, illustrations, and exercises

Geometric and Topological Inference

Geometric and Topological Inference
Author: Jean-Daniel Boissonnat
Publisher: Cambridge University Press
Total Pages: 247
Release: 2018-09-27
Genre: Computers
ISBN: 1108419399

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A rigorous introduction to geometric and topological inference, for anyone interested in a geometric approach to data science.

Simplicial Complexes of Graphs

Simplicial Complexes of Graphs
Author: Jakob Jonsson
Publisher: Springer Science & Business Media
Total Pages: 376
Release: 2007-11-15
Genre: Mathematics
ISBN: 3540758585

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A graph complex is a finite family of graphs closed under deletion of edges. Graph complexes show up naturally in many different areas of mathematics. Identifying each graph with its edge set, one may view a graph complex as a simplicial complex and hence interpret it as a geometric object. This volume examines topological properties of graph complexes, focusing on homotopy type and homology. Many of the proofs are based on Robin Forman's discrete version of Morse theory.

Introduction To Analysis With Complex Numbers

Introduction To Analysis With Complex Numbers
Author: Irena Swanson
Publisher: World Scientific
Total Pages: 455
Release: 2021-02-18
Genre: Mathematics
ISBN: 9811225877

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This is a self-contained book that covers the standard topics in introductory analysis and that in addition constructs the natural, rational, real and complex numbers, and also handles complex-valued functions, sequences, and series.The book teaches how to write proofs. Fundamental proof-writing logic is covered in Chapter 1 and is repeated and enhanced in two appendices. Many examples of proofs appear with words in a different font for what should be going on in the proof writer's head.The book contains many examples and exercises to solidify the understanding. The material is presented rigorously with proofs and with many worked-out examples. Exercises are varied, many involve proofs, and some provide additional learning materials.