Critical Issues in Model-Based Surrogate Functions in Estimation of Distribution Algorithms
Authors: Jose A. Lozano,Alexander Mendiburu,Roberto Santana
In many optimization domains the solution of the problem can be made more efficient by the construction of a surrogate fitness model. Estimation of distribution algorithms (EDAs) are a class of evolutionary algorithms particularly suitable for the conception of model-based surrogate techniques.…
Springer International Publishing
PATHSenrich: A Web Service Prototype for Automatic Cultural Heritage Item Enrichment
Authors: Eneko Agirre,Kike Fernandez,Ander Barrena,Aitor Soroa,Arantxa Otegi,Esther Miranda
Large amounts of cultural heritage material are nowadays available through online digital library portals. Most of these cultural items have short descriptions and lack rich contextual information. The PATHS project has developed experimental enrichment services. As a proof of concept, this paper…
Springer Berlin Heidelberg
Integrated Assessment of Natural Hazards and Climate Change Adaptation: II - The Serra Methodology
Authors: Vahid Mojtahed,Carlo Giupponi,Claudio Biscaro,Animesh K. Gain,Stefano Balbi
We propose an integrated methodology to evaluate the four possible socio-economic costs namely direct/indirect and tangible/intangible costs due to adverse consequences of flood. Although SERRA is based on full monetization of costs and benefits of risk, it can allow for other methods of economic…
Elsevier BV
Message Passing Methods for Estimation of Distribution Algorithms Based on Markov Networks
Authors: Jose A. Lozano,Alexander Mendiburu,Roberto Santana
Sampling methods are a fundamental component of estimation of distribution algorithms (EDAs). In this paper we propose new methods for generating solutions in EDAs based on Markov networks. These methods are based on the combination of message passing algorithms with decimation techniques for…
Springer International Publishing
Multi-Agent Agro-Economic Simulation of Irrigation Water Demand with Climate Services for Climate Change Adaptation
Authors: BALBI, Stefano,Sabindra Bhandari,GAIN, ANIMESH,GIUPPONI, Carlo
Farmers’ irrigation practices play a crucial role in the sustainability of crop production and water consumption, and in the way they deal with the current and future effects of climate change. In this study, a system dynamic multi-agent model adopting the soil water balance provided by the Food…
Elsevier BV
Robustness of different TMR granularities in shared wishbone architectures on SRAM FPGA
Authors: Uli Kretzschmar,Armando Astarloa,Jesús Lázaro,M. Garay,J. Del Ser
Triple Module Redundancy (TMR) is a popular technique for protecting critical FPGA designs. Although automatic tools for TMR generation mostly use triplication on flip-flop level, designers may opt for different approaches. This work analyses the impact of different granularities on TMR…
IEEE
A three-dimensional self-adaptive hp finite element method for the characterization of waveguide discontinuities
Authors: Gómez Revuelto, Ignacio,García Castillo, Luis E.,Llorente Romano, Sergio,Pardo, David
We propose the use of a highly-accurate three-dimensional (3D) fully automatic hp-adaptive finite element method (FEM) for the characterization of rectangular waveguide discontinuities. These discontinuities are either the unavoidable result of mechanical/electrical transitions or deliberately…
Elsevier BV
What mechanism of niche segregation allows the coexistence of sympatric sibling rhinolophid bats?
Authors: Salsamendi Pagola, Egoitz,Garín Atorrasagasti, Ignacio,Arostegui Madariaga, Inmaculada,Goiti Ugarte, Urtzi,Aiartza Azurtza, José Ramón
AbstractIntroductionOur purpose was to assess how pairs of sibling horseshoe bats coexists when their morphology and echolocation are almost identical. We collected data on echolocation, wing morphology, diet, and habitat use of sympatricRhinolophus mehelyiandR.euryale. We compared our results with…
Springer Science and Business Media LLC
Using Multidimensional Bayesian Network Classifiers to Assist the Treatment of Multiple Sclerosis
Authors: David Arteta,Aritz Pérez,J.D. Rodriguez,Diego Tejedor,Jose A. Lozano
Multiple sclerosis is an autoimmune disorder of the central nervous system and potentially the most common cause of neurological disability in young adults. The clinical disease course is highly variable and different multiple sclerosis subtypes can be defined depending on the progression of the…
Institute of Electrical and Electronics Engineers (IEEE)
Vertical cloud structure of the 2009 Jupiter impact based on HST/WFC3 observations
Authors: Santiago Pérez-Hoyos,J. F. Sanz-Requena,John Clarke,Michael H. Wong,Keith S. Noll,Agustín Sánchez-Lavega,H. B. Hammel,G. S. Orton,Amy A. Simon-Miller,I. de Pater
Abstract The impact of a body of unknown origin with Jupiter in July 2009 produced an intense perturbation of the planet’s atmosphere at the visible cloud levels. The vertical cloud structure was deeply affected by the presence of a strongly absorbing dense aerosol layer that was expanded…
Elsevier BV
The origin and evolution of Saturn’s 2011–2012 stratospheric vortex
Authors: Agustín Sánchez-Lavega,Pgj Irwin,James Sinclair,Jon Legarreta,G. S. Orton,Gordon L. Bjoraker,Amy A. Simon-Miller,Brigette E. Hesman,Peter L. Read,N. Gorius,F. M. Flasar,Jane Hurley,Leigh N. Fletcher,R. K. Achterberg,Enrique Garcia-Melendo
The planet-encircling springtime storm in Saturn's troposphere (December 2010-July 2011, Fletcher, L.N. et al. [2011]. Science 332, 1413-1414; Sánchez-Lavega, A. et al. [2011]. Nature 475, 71-74; Fischer, G. et al. [2011]. Nature 475, 75-77) produced dramatic perturbations to stratospheric…
Elsevier BV
Amino acid signatures in the Ovar-DRB1 peptide-binding pockets are associated with Ovine Pulmonary Adenocarcinoma susceptibility/resistance
Authors: Koldo Garcia-Etxebarria,Ramón A. Juste,Amaia Larruskain,Begoña M. Jugo,Inmaculada Arostegui,E. Minguijón,Bernardino Moreno
Potential relationships between amino acid motifs of various alleles of the ovine major histocompatibility complex DR (Ovar-DR) molecule and occurrence of clinical OPA caused by JSRV were investigated in a case-control study. Latxa sheep (n=132) screened for presence/absence of pulmonary OPA…
Elsevier BV
Efficient design of a double‐band coplanar hybrid antenna using multi‐objective evolutionary programming
Authors: Itziar Landa-Torres,Rocio Sanchez-Montero,Pablo López-Espí,J. Del Ser,Diana Manjarres,Sancho Salcedo-Sanz
SUMMARYIn this paper, we propose the optimization of the parameters of a hybrid antenna for wireless applications by using a multi‐objective evolutionary programming (EP). Specifically, the antenna proposed is formed by a planar inverted‐F antenna and a coplanar patch, in the same structure. The…
Wiley
Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks
Authors: Javier Del Ser,Susana Pérez-Sánchez,Babak Hossein Khalaj,Seyed Pooya Shariatpanahi,Hamed Shah-Mansouri
Abstract Abstract In this article, we study the asymptotic behavior of flooding in large scale wireless networks. Specifically, we derive an upper bound on the coverage of flooding when the number of nodes n in the network goes to infinity. We consider two…
Springer Science and Business Media LLC
Solution of the 3D-Helmholtz equation in exterior domains using spherical harmonic decomposition
Authors: G. Garate,J. Santamaria,E.G. Vadillo,David Pardo
AbstractThis work is devoted to a finite element formulation for the Helmholtz equation in exterior domains. The proposed formulation uses a separation of variables, combining a 2D FE discretization on an intermediate spherical boundary and an ‘a priori’ analytical pattern for the radial direction…
Elsevier BV
PlanetCam UPV/EHU: a simultaneous visible and near infrared lucky-imaging camera to study solar system objects
Authors: Santiago Pérez-Hoyos,Ricardo Hueso,Agustín Sánchez-Lavega,Gaizka Murga,L. de Bilbao,Jose Félix Rojas,Javier Ariño
PlanetCam is a two-channel camera designed primarily to observe the atmospheres of the planets (Venus, Mars, Jupiter, Saturn, Uranus and Neptune) and the satellite Titan simultaneously at visible (0.4-1 microns) and NIR (1-2.5 microns) wavelengths with high temporal and spatial resolution. This…
SPIE
Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks
Authors: Seyed Pooya Shariatpanahi,Javier Del Ser,Babak Hossein Khalaj,Hamed Shah-Mansouri
Abstract The most successful achievable schemes for ad hoc wireless networks are those based on establishing cooperative multiple-input and multiple-output links. In this article, we analyze one of the important design parameters of such schemes, namely the number of quantization bits.…
Springer Science and Business Media LLC
Probing clouds in planets with a simple radiative transfer model: the Jupiter case
Authors: Santiago Pérez-Hoyos,Agustín Sánchez-Lavega,I. Mendikoa
Remote sensing of planets evokes using expensive on-orbit satellites and gathering complex data from space. However, the basic properties of clouds in planetary atmospheres can be successfully estimated with small telescopes even from an urban environment using currently available and affordable…
IOP Publishing
On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems
Authors: A. Alonso,Uli Kretzschmar,J. Del Ser,Sergio Gil-Lopez,Armando Astarloa,M. Garay
This extended abstract outlines a novel optimization approach for multi-band linear collaborative spectrum (LCS) sensing based on harmony search heuristics. Besides, the description of a centralized system architecture is also included in this manuscript, which is capable of processing the captured…
IEEE
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem
Authors: Ángel M. Pérez-Bellido,Jose A. Portilla-Figueras,Javier Del Ser,Sancho Salcedo-Sanz,Sergio Gil-Lopez,José María Cabero
In this paper we present the application of a hybrid harmony search (HS) algorithm to the Spread-Spectrum Radar Polyphase (SSRP) codes design. Such a design can be formulated as a non-linear max-min optimization problem, hard to be solved using classical numerical techniques. Soft-computing…
Elsevier BV
Hydrofracture diagnosis in open-hole and steel-cased wells using borehole resistivity measurements
Authors: Carlos Torres-Verdín,David Pardo
This work numerically evaluates the possibility of using electromagnetic (EM) measurements to diagnose and quantify hydraulic fractures that are artificially generated in a horizontal well. Hydrofractures are modeled as thin disks that are possibly non-perpendicular to the well, and are filled with…
Society of Exploration Geophysicists
Differentiation in the Cloud: Methodology for Integrating Customer Values in Experience Design
Authors: Bronan McCabe,Javier Del Ser,Kaisa Koskela-Huotari,Kaarina Karppinen,Andrey Sirotkin
How do organizations know they are designing products and services that their customers will value? This paper describes the initial results of the first four stages of a methodology for integrating customer Values in Experience design (ViEx). The theory of universal value structure was adapted to…
IEEE
Mobile clouds: How to find opportunities
Authors: Parishad Karimi,Mohammad Javad Salehi,Ghazal Fazelnia,Babak Hossein Khalaj,Marcos Katz,Javier Del Ser
Smartphones can be regarded as resource pools which are capable of communicating with their outside world using both short-range and long-range links. Such communication capabilities provide a unique opportunity for sharing resources, resulting in new possibilities for end users. In this paper, we…
IEEE
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem
Authors: Itziar Landa-Torres,J. Del Ser,Sergio Gil-Lopez,Jose A. Portilla-Figueras,O. Alonso-Garrido,Sancho Salcedo-Sanz
This paper addresses the application of two different grouping-based algorithms to the so-called capacitated P-median problem (CPMP). The CPMP is an NP-complete problem, well-known in the operations research field, arising from a wide spectrum of applications in diverse fields such as…
Elsevier BV