SlideShare a Scribd company logo
1 of 1
Download to read offline
This work has been supported in part by
projects TIN2014-56494-C4-3-P (Spanish
Ministry of Economy and
Competitiveness) and project V17-2015 of
the Microprojects program 2015 from CEI
BioTIC Granada.
Image credits
● Background: N. Raymond at flic.kr/p/h6R8go
● Cars: CarSpotter at flic.kr/p/d1kZ3J
● Language logos from Wikipedia
● Winners from goo.gl/BeLv0H by Chris
McDonald
Benchmarking LanguagesBenchmarking Languages
for Evolutionaryfor Evolutionary
AlgorithmsAlgorithms
“10110011001100” (T,F,T,T,F,F,T,T,F,F,T,T,F,F)
Compiled languages are best.
Python is fast.
Perl and Node are fast.
Data structures don't matter.
Check out Rust and Go!

More Related Content

Viewers also liked

Póster: Comparing evolutionary algorithms to solve the game of MasterMind
Póster: Comparing evolutionary algorithms to solve the game of MasterMindPóster: Comparing evolutionary algorithms to solve the game of MasterMind
Póster: Comparing evolutionary algorithms to solve the game of MasterMind
Juan J. Merelo
 
Visão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
Visão Geral, Ferramentas e Aplicações dos Algoritmos GenéticosVisão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
Visão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
Norton Guimarães
 
Cuckoo search algorithm
Cuckoo search algorithmCuckoo search algorithm
Cuckoo search algorithm
Ritesh Kumar
 
Cuckoo search
Cuckoo searchCuckoo search
Cuckoo search
NepalAdz
 

Viewers also liked (20)

MUSES WP5 Final Conclusions
MUSES WP5 Final ConclusionsMUSES WP5 Final Conclusions
MUSES WP5 Final Conclusions
 
Ciencia y videojuegos (versión Extracción de Información) [UCA 05/2015]
Ciencia y videojuegos (versión Extracción de Información) [UCA 05/2015]Ciencia y videojuegos (versión Extracción de Información) [UCA 05/2015]
Ciencia y videojuegos (versión Extracción de Información) [UCA 05/2015]
 
Ejemplos de investigación en videojuegos
Ejemplos de investigación en videojuegosEjemplos de investigación en videojuegos
Ejemplos de investigación en videojuegos
 
PNRG & MT by Rio
PNRG & MT by RioPNRG & MT by Rio
PNRG & MT by Rio
 
Effects of population initialization on differential evolution for large scal...
Effects of population initialization on differential evolution for large scal...Effects of population initialization on differential evolution for large scal...
Effects of population initialization on differential evolution for large scal...
 
Hackahton smart cities 2016 (Mayo 2016)
Hackahton smart cities 2016 (Mayo 2016)Hackahton smart cities 2016 (Mayo 2016)
Hackahton smart cities 2016 (Mayo 2016)
 
An Introduction To Applied Evolutionary Meta Heuristics
An Introduction To Applied Evolutionary Meta HeuristicsAn Introduction To Applied Evolutionary Meta Heuristics
An Introduction To Applied Evolutionary Meta Heuristics
 
Comparing Metaheuristic Algorithms for Error Detection in Java Programs
Comparing Metaheuristic Algorithms for Error Detection in Java ProgramsComparing Metaheuristic Algorithms for Error Detection in Java Programs
Comparing Metaheuristic Algorithms for Error Detection in Java Programs
 
Póster: Comparing evolutionary algorithms to solve the game of MasterMind
Póster: Comparing evolutionary algorithms to solve the game of MasterMindPóster: Comparing evolutionary algorithms to solve the game of MasterMind
Póster: Comparing evolutionary algorithms to solve the game of MasterMind
 
Nature-inspired metaheuristic algorithms for optimization and computional int...
Nature-inspired metaheuristic algorithms for optimization and computional int...Nature-inspired metaheuristic algorithms for optimization and computional int...
Nature-inspired metaheuristic algorithms for optimization and computional int...
 
Genetic Algorithm
Genetic AlgorithmGenetic Algorithm
Genetic Algorithm
 
Visão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
Visão Geral, Ferramentas e Aplicações dos Algoritmos GenéticosVisão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
Visão Geral, Ferramentas e Aplicações dos Algoritmos Genéticos
 
Cuckoo search algorithm
Cuckoo search algorithmCuckoo search algorithm
Cuckoo search algorithm
 
Introduction to Evolutionary Algorithms
Introduction to Evolutionary AlgorithmsIntroduction to Evolutionary Algorithms
Introduction to Evolutionary Algorithms
 
Cuckoo search
Cuckoo searchCuckoo search
Cuckoo search
 
Evolution algorithms
Evolution algorithmsEvolution algorithms
Evolution algorithms
 
Metaheuristic Algorithms: A Critical Analysis
Metaheuristic Algorithms: A Critical AnalysisMetaheuristic Algorithms: A Critical Analysis
Metaheuristic Algorithms: A Critical Analysis
 
Genetic Algorithm
Genetic AlgorithmGenetic Algorithm
Genetic Algorithm
 
Smart city hackathon
Smart city hackathonSmart city hackathon
Smart city hackathon
 
Cuckoo Search & Firefly Algorithms
Cuckoo Search & Firefly AlgorithmsCuckoo Search & Firefly Algorithms
Cuckoo Search & Firefly Algorithms
 

More from Juan J. Merelo

Redes sociales-en-un-rato-piiisa
Redes sociales-en-un-rato-piiisaRedes sociales-en-un-rato-piiisa
Redes sociales-en-un-rato-piiisa
Juan J. Merelo
 

More from Juan J. Merelo (20)

Acta de defunción de juan monserrat vergés
Acta de defunción de juan monserrat vergésActa de defunción de juan monserrat vergés
Acta de defunción de juan monserrat vergés
 
Ciencia y videojuegos v4
Ciencia y videojuegos v4Ciencia y videojuegos v4
Ciencia y videojuegos v4
 
Como triunfar con tu proyecto en un hackatón
Como triunfar con tu proyecto en un hackatónComo triunfar con tu proyecto en un hackatón
Como triunfar con tu proyecto en un hackatón
 
8º hackatón de proyectos libres de la UGR: Ayuda para los participantes
8º hackatón de proyectos libres de la UGR: Ayuda para los participantes8º hackatón de proyectos libres de la UGR: Ayuda para los participantes
8º hackatón de proyectos libres de la UGR: Ayuda para los participantes
 
Creación de panorámicas con Hugin
Creación de panorámicas con HuginCreación de panorámicas con Hugin
Creación de panorámicas con Hugin
 
Introducción a HDR y Tonemapping con Luminance
Introducción a HDR y Tonemapping con LuminanceIntroducción a HDR y Tonemapping con Luminance
Introducción a HDR y Tonemapping con Luminance
 
Introducción al 7º hackathon UGR
Introducción al 7º hackathon UGRIntroducción al 7º hackathon UGR
Introducción al 7º hackathon UGR
 
Nuevas tecnologías, Modas y docencia en el siglo XXI
Nuevas tecnologías, Modas y docencia en el siglo XXINuevas tecnologías, Modas y docencia en el siglo XXI
Nuevas tecnologías, Modas y docencia en el siglo XXI
 
Open Access and Copyleft
Open Access and CopyleftOpen Access and Copyleft
Open Access and Copyleft
 
Luminance 2014 presentaciión sobre luminance
Luminance 2014 presentaciión sobre luminanceLuminance 2014 presentaciión sobre luminance
Luminance 2014 presentaciión sobre luminance
 
Enforcing Corporate Security Policies via Computational Intelligence Techniques
Enforcing Corporate Security Policies via Computational Intelligence TechniquesEnforcing Corporate Security Policies via Computational Intelligence Techniques
Enforcing Corporate Security Policies via Computational Intelligence Techniques
 
Evostar 2014 Introduction to the conference
Evostar 2014 Introduction to the conferenceEvostar 2014 Introduction to the conference
Evostar 2014 Introduction to the conference
 
Presentación Open Data Day en Granada, 2014
Presentación Open Data Day en Granada, 2014Presentación Open Data Day en Granada, 2014
Presentación Open Data Day en Granada, 2014
 
Introducción al uso de git, el sistema de control de fuentes más molón.
Introducción al uso de git, el sistema de control de fuentes más molón. Introducción al uso de git, el sistema de control de fuentes más molón.
Introducción al uso de git, el sistema de control de fuentes más molón.
 
Redes sociales-en-un-rato-piiisa
Redes sociales-en-un-rato-piiisaRedes sociales-en-un-rato-piiisa
Redes sociales-en-un-rato-piiisa
 
¿Necesitas a la oficina de software libre de la Universidad de Granada?
¿Necesitas a la oficina de software libre de la Universidad de Granada?¿Necesitas a la oficina de software libre de la Universidad de Granada?
¿Necesitas a la oficina de software libre de la Universidad de Granada?
 
Presentación 8º CUSL/6º CUSL granadino
Presentación 8º CUSL/6º CUSL granadinoPresentación 8º CUSL/6º CUSL granadino
Presentación 8º CUSL/6º CUSL granadino
 
El software libre contado a los universitarios
El software libre contado a los universitariosEl software libre contado a los universitarios
El software libre contado a los universitarios
 
Human or machine
Human or machineHuman or machine
Human or machine
 
The L-Co-R co-evolutionary algorithm: a comparative analysis in medium-term t...
The L-Co-R co-evolutionary algorithm: a comparative analysis in medium-term t...The L-Co-R co-evolutionary algorithm: a comparative analysis in medium-term t...
The L-Co-R co-evolutionary algorithm: a comparative analysis in medium-term t...
 

Recently uploaded

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
dharasingh5698
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
MsecMca
 

Recently uploaded (20)

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.ppt
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdf
 

Benchmarking languages for evolutionary algorithms

  • 1. This work has been supported in part by projects TIN2014-56494-C4-3-P (Spanish Ministry of Economy and Competitiveness) and project V17-2015 of the Microprojects program 2015 from CEI BioTIC Granada. Image credits ● Background: N. Raymond at flic.kr/p/h6R8go ● Cars: CarSpotter at flic.kr/p/d1kZ3J ● Language logos from Wikipedia ● Winners from goo.gl/BeLv0H by Chris McDonald Benchmarking LanguagesBenchmarking Languages for Evolutionaryfor Evolutionary AlgorithmsAlgorithms “10110011001100” (T,F,T,T,F,F,T,T,F,F,T,T,F,F) Compiled languages are best. Python is fast. Perl and Node are fast. Data structures don't matter. Check out Rust and Go!