Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:A Genetic Algorithm For Uav Routing Integrated With A Parallel Swarm SimulationISBN13:9781249358534ISBN10:1249358531Author:Russell, Matthew A. (Author)Description:This Research Investigation Addresses The Problem Of Routing And Simulating Swarms Of Uavs Sorties Are Modeled As Instantiations Of The Np-Complete Vehicle Routing Problem, And This Work Uses Genetic Algorithms (Gas) To Provide A Fast And Robust Algorithm For A Priori And Dynamic Routing Applications Swarms Of Uavs Are Modeled Based On Extensions Of Reynolds' Swarm Research And Are Simulated On A Beowulf Cluster As A Parallel Computing Application Using The Synchronous Environment For Emulation And Discrete Event Simulation (Speedes) In A Test Suite, Standard Measures Such As Benchmark Problems, Best Published Results, And Parallel Metrics Are Used As Performance Measures The Ga Consistently Provides Efficient And Effective Results For A Variety Of Vrp Benchmarks Analysis Of The Solution Quality Over Time Verifies That The Ga Exponentially Improves Solution Quality And Is Robust To Changing Search Landscapes Making It An Ideal Tool For Employment In Uav Routing Applications Parallel Computing Metrics Calculated From The Results Of A Pdes Show That Consistent Speedup (Almost Linear In Many Cases) Can Be Obtained Using Speedes As The Communication Library For This Uav Routing Application Results From The Routing Application And Parallel Simulation Are Synthesized To Produce A More Advanced Model For Routing Uavs Binding:Paperback, PaperbackPublisher:BIBLIOSCHOLARPublication Date:2012-09-12Weight:0.97 lbsDimensions:0.51'' H x 9.69'' L x 7.44'' WNumber of Pages:244Language:English
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Location: USA
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Book Title: A Genetic Algorithm For Uav Routing Integrated With A Parall...
Item Length: 9.7in.
Item Height: 0.5in.
Item Width: 7.4in.
Author: Matthew A. Russell
Publication Name: Genetic Algorithm for Uav Routing Integrated with a Parallel Swarm Simulation
Format: Trade Paperback
Language: English
Publisher: Creative Media Partners
Publication Year: 2012
Type: Textbook
Item Weight: 15.7 Oz
Number of Pages: 244 Pages
