Evolutionary Computation in Combinatorial Optimization

Evolutionary Computation in Combinatorial Optimization
Author :
Publisher : Springer
Total Pages : 261
Release :
ISBN-10 : 9783319554532
ISBN-13 : 3319554530
Rating : 4/5 (530 Downloads)

Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Bin Hu

Download or read book Evolutionary Computation in Combinatorial Optimization written by Bin Hu and published by Springer. This book was released on 2017-04-03 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo*2017 events EuroGP, EvoMUSART and EvoApplications. The 16 revised full papers presented were carefully reviewed and selected from 39 submissions. The papers cover both empirical and theoretical studies on a wide range of academic and real-world applications. The methods include evolutionary and memetic algorithms, large neighborhood search, estimation of distribution algorithms, beam search, ant colony optimization, hyper-heuristics and matheuristics. Applications include both traditional domains, such as knapsack problem, vehicle routing, scheduling problems and SAT; and newer domains such as the traveling thief problem, location planning for car-sharing systems and spacecraft trajectory optimization. Papers also study important concepts such as pseudo-backbones, phase transitions in local optima networks, and the analysis of operators. This wide range of topics makes the EvoCOP proceedings an important source for current research trends in combinatorial optimization.


Evolutionary Computation in Combinatorial Optimization Related Books

Evolutionary Computation in Combinatorial Optimization
Language: en
Pages: 261
Authors: Bin Hu
Categories: Computers
Type: BOOK - Published: 2017-04-03 - Publisher: Springer

GET EBOOK

This book constitutes the refereed proceedings of the 17th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2017, held in A
Evolutionary Computation in Combinatorial Optimization
Language: en
Pages: 231
Authors: Arnaud Liefooghe
Categories: Computers
Type: BOOK - Published: 2019-04-10 - Publisher: Springer

GET EBOOK

This book constitutes the refereed proceedings of the 19th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2019, held as p
Bioinspired Computation in Combinatorial Optimization
Language: en
Pages: 215
Authors: Frank Neumann
Categories: Mathematics
Type: BOOK - Published: 2010-11-04 - Publisher: Springer Science & Business Media

GET EBOOK

Bioinspired computation methods such as evolutionary algorithms and ant colony optimization are being applied successfully to complex engineering problems and t
Evolutionary Computation in Combinatorial Optimization
Language: en
Pages: 249
Authors: Christine Zarges
Categories: Computers
Type: BOOK - Published: 2021-03-26 - Publisher: Springer Nature

GET EBOOK

This book constitutes the refereed proceedings of the 21st European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2021, held as p
Evolutionary Computation with Biogeography-based Optimization
Language: en
Pages: 356
Authors: Haiping Ma
Categories: Computers
Type: BOOK - Published: 2017-02-06 - Publisher: John Wiley & Sons

GET EBOOK

Evolutionary computation algorithms are employed to minimize functions with large number of variables. Biogeography-based optimization (BBO) is an optimization