Trefferliste "Models And Algorithms" - alle Bücher und CDs

Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications

In the age of transformative artificial intelligence (AI), which has the potential to revolutionize our lives, this book provides a comprehensive exploration of successful research and applications in AI …

Models and Methods for Biological Evolution

Biological evolution is the phenomenon concerning how species are born, are transformed or disappear over time. Its study relies on sophisticated methods that involve both mathematical modeling of the bio…

Michael Hartisch, Marc Goerigk

An Introduction to Robust Combinatorial Optimization

This book offers a self-contained introduction to the world of robust combinatorial optimization. It explores decision-making using the min-max and min-max regret criteria, while also delving into the two…

Thomas A. Runkler

Data Analytics

This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and en…

Ulrich Hofmann

Internet Modeling with Julia

The book combines internet modeling with the new programming language Julia. It demonstrates Julia's suitability for modeling established internet models and research-oriented topics such as car-to-infras…

M3gan

Lewis Ntaimo

Computational Stochastic Programming

This book provides a foundation in stochastic, linear, and mixed-integer programming algorithms with a focus on practical computer algorithm implementation. The purpose of this book is to provide a founda…

Handbook of Diffusion MR Tractography

Handbook of Diffusion MR Tractography: Imaging Methods, Biophysical Models, Algorithms and Applications presents methods and applications of MR diffusion tractography, providing deep insights into the the…

Shuming Wang, Francisco Saldanha-Da-Gama

Facility Location Under Uncertainty

This textbook provides researchers, post-graduate students, and practitioners with a systematic framework for coping with uncertainty when making facility location decisions. In addition to in-depth cover…

Wolfgang Schreiner

Concrete Abstractions

This book demonstrates how to formally model various mathematical domains (including algorithms operating in these domains) in a way that makes them amenable to a fully automatic analysis by computer soft…

Advances in Artificial Intelligence in Manufacturing

This book reports on recent developments of artificial intelligence applications in the manufacturing industry. Gathering contributions to the first European Symposium on Artificial Intelligence in Manufa…

Elissaios Sarmas, Haris Doukas, Vangelis Marinakis

Artificial Intelligence for Energy Systems

This book focuses on creating an integrated library of learning models and optimization techniques to assist decision-making on issues in the energy and building sector. It provides modern solutions to en…

Lester Randolph Ford, D R Fulkerson

Flows in Networks

A landmark work that belongs on the bookshelf of every researcher working with networks In this classic book, first published in 1962, L. R. Ford, Jr., and D. R. Fulkerson set the foundation for the stud…

Artificial Intelligence in Models, Methods and Applications

This book is based on the accepted research papers presented in the International Conference "Artificial Intelligence in Engineering & Science" (AIES-2022). The aim of the AIES Conference is to bring toge…

Shixia Liu, Jun Yuan, Junpeng Wang, Weikai Yang

Visualization for Artificial Intelligence

This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine learning models. It shows how visualization ca…