New PDF release: Applications of Evolutionary Computation: 19th European

By Giovanni Squillero, Paolo Burelli

ISBN-10: 3319311522

ISBN-13: 9783319311524

ISBN-10: 3319311530

ISBN-13: 9783319311531

The volumes LNCS 9597 and 9598 represent the refereed convention lawsuits of the nineteenth eu convention at the functions of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo* 2016 occasions EuroGP, EvoCOP, and EvoMUSART.

The fifty seven revised complete papers offered including 17 poster papers have been rigorously reviewed and chosen from a hundred and fifteen submissions. EvoApplications 2016 consisted of the subsequent thirteen tracks: EvoBAFIN (natural computing equipment in company analytics and finance), EvoBIO (evolutionary computation, computing device studying and information mining in computational biology), EvoCOMNET (nature-inspired thoughts for telecommunication networks and different parallel and disbursed systems), EvoCOMPLEX (evolutionary algorithms and intricate systems), EvoENERGY (evolutionary computation in power applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in snapshot research, sign processing, and development recognition), EvoINDUSTRY (nature-inspired thoughts in commercial settings), EvoNUM (bio-inspired algorithms for non-stop parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for possibility administration, protection and defence applications), EvoROBOT (evolutionary robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Show description

Read Online or Download Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II PDF

Best european books

E. M. Briscoe (auth.), F. L. Riley (eds.)'s 3rd European Symposium on Engineering Ceramics PDF

This quantity is the complaints of the third eu Symposium on Engineering Ceramics, held in London, 28-29 November 1989, below the auspices of IBC Technical providers Ltd. The Symposium classes have been chaired via Eric Briscoe, who additionally brought the Symposium with the very applicable evaluation 'Ceramics in Europe'.

Get Advances in Turbulence 2: Proceedings of the Second European PDF

The second one eu Turbulence convention used to be held on the Technische Univer­ sitat Berlin, Federal Republic of Germany, from August thirtieth to September 2d 1988 lower than the auspices of the ecu Mechanics Committee. It was once primar­ ily dedicated to primary points of turbulence, and geared toward bringing jointly engineers, physicists, and mathematicians.

Download e-book for kindle: Börsen in Transformationsökonomien: Rolle, Effizienz und by Katalin Walter

Während sich die Börsen in den mittel- und osteuropäischen Transformationsökonomien in den vergangenen Jahren im Aufbau befanden, wandelten sich die westeuropäischen Börsen von nationalen Monopolisten zu professionellen Dienst-leistern. Bei diesem Vorgang wirkte der Wettbewerb zwischen den unterschiedlichen Börsenplätzen als Katalysator und löste eine Konsolidierungswelle aus.

Get Renewable Energies and European Landscapes: Lessons from PDF

This publication offers well timed, multidisciplinary cross-national comparability of the institutional and social methods during which renewable strength landscapes have emerged in Southern Europe. at the foundation of case experiences in those nations, it analyzes the way and the level to which the improvement of renewable energies has affected panorama varieties and even if it has contributed to a reformulation of panorama practices and values in those international locations.

Extra info for Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II

Sample text

In addition, the statistical analysis conducted in this paper confirmed GDO-9’s superiority. However, by incorporating feedback from search process it seems clear that this could be achieved autonomously, so that both parameters in fact could adapt over a single run to achieve better performance. We aim to address this issue in future work. References 1. : Solving timetabling problems using a cultural algorithm. Appl. Soft Comput. 11(1), 337–344 (2011) 2. : Grid diversity operator for some population-based optimization algorithms.

Springer, Heidelberg (2006) 13. : On the diversity mechanisms of opt-aiNet: a comparative study with fitness sharing. In: IEEE World Congress on Computational Intelligence, WCCI 2010–2010 IEEE Congress on Evolutionary Computation, CEC 2010 (2010) 14. : A Saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance. IEEE Trans. Evol. Comput. 10(1), 19–28 (2006) 15. : Problem definitions and evaluation criteria for the CEC 2014 special session and competition on single objective real-parameter numerical optimization.

We can observe that the ES with meta-model leads to a significant reduction of fitness function evaluations. For d = 2, the standard deviation even falls below a value that is measurable due to a limited machine accuracy. The results are statistically significant, which is confirmed by the Wilcoxon test. On Rosenbrock, we set a = 50. The MM-(1+1)ES significantly outperforms the (1+1)-ES for d = 2, but only in few runs on Rosenbrock leading to no statistical superiority for d = 10. Table 1. Experimental comparison of (1+1)-ES and the MM-(1+1)-ES on the Sphere function and on Rosenbrock.

Download PDF sample

Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II by Giovanni Squillero, Paolo Burelli

by Edward

Rated 4.61 of 5 – based on 50 votes