计算机工程优化理论与应用

内容概要

Zoltán Ádám Mann

Computer Science at Budapest University of Technology and Economics (Hungary) and Karlsruhe University (Germany)

书籍目录

FRONT MATTER

Chapter 1 Introduction

Chapter 2 Fundamentals of Optimization Algorithms

Chapter 3 Some Common Combinatorial Problems and Algorithms

Chapter 4 Recent Advances in Typical-Case Complexity

Chapter 5 Metric-Based Approximation Algorithms for Graph Cut Problems

Chapter 6 Optimization Issues on the Motion Planning of Kinematically Redundant Manipulators

Chapter 7 Suboptimal Robot Team Coordination

Chapter 8 Applying Graph Coloring to Frequency Assignment

Chapter 9 Routing in the 3-Dimensional Grid

Chapter 10 Total Variation Regularization in Maximum Likelihood Estimation

作者简介

The aim of this book is to provide an overview of classic as well as new research results on optimization problems and algorithms. Beside the theoretical basis, the book contains a number of chapters describing the application of the theory in practice, that is, reports on successfully solving real-world engineering challenges by means of optimization algorithms. These case studies are collected from a wide range of application domains within computer engineering. The diversity of the presented approaches offers a number of practical tips and insights into the practical application of optimization algorithms, highlighting real-world challenges and solutions. Researchers, practitioners and graduate students will find the book equally useful.

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