Book Cover
E-book

Title Nature-inspired computation in navigation and routing problems : algorithms, methods and applications / Xin-She Yang, Yu-Xin Zhao, editors
Published Singapore : Springer, 2020

Copies

Description 1 online resource (230 pages)
Series Springer Tracts in Nature-Inspired Computing
Springer Tracts in Nature-Inspired Computing
Contents Navigation, Routing and Nature-Inspired Computation -- Navigation and Navigation Algorithms -- Is Vehicle Routing Problem Dead? Review of Vehicle Routing Problems from a Nature-Inspired Perspective -- Travelling Salesman Problem: Resolution Layers -- Flow Shop Scheduling by Nature-Inspired Algorithms -- Mobile Robot Path Planning by Flower Pollination Algorithm -- Smartphone Indoor Localization Using Bio-Inspired Modeling -- A New Obstacle Avoidance Technique -- Travelling Cranes -- Natural Heuristic Methods for Under Water Vehicle Path Planning
Summary This book discusses all the major nature-inspired algorithms with a focus on their application in the context of solving navigation and routing problems. It also reviews the approximation methods and recent nature-inspired approaches for practical navigation, and compares these methods with traditional algorithms to validate the approach for the case studies discussed. Further, it examines the design of alternative solutions using nature-inspired techniques, and explores the challenges of navigation and routing problems and nature-inspired metaheuristic approaches
Notes Print version record
Subject Natural computation.
Traveling salesman problem.
Vehicle routing problem.
Natural computation
Traveling salesman problem
Vehicle routing problem
Form Electronic book
Author Yang, Xin-She.
Zhao, Yu-Xin
ISBN 9789811518423
9811518424