Search Results - "Carolina Salto"

Cellular Genetic Algorithms: Understanding the Behavior of Using Neighborhoods by Salto, Carolina, Alba, Enrique

“…In this paper, we analyze the neighborhood effect in the selection of parents on an evolutionary algorithm. In this line, we compare a cellular genetic…”
Get full text

Optimal Design of Water Distribution Network Using Two Different Metaheuristics by Carolina Salto, Gabriela Minetti, Hugo Alfonso, Erica Zurita, Jose Hernandez, Mercedes Carnero

“…Water is becoming an essential commodity for human life and is one of the most important natural resources. Public water utilities provide more than 90 percent…”
Get full text

Artificial Bee Colony Algorithm Improved with Evolutionary Operators by Minetti, Gabriela, Salto, Carolina

“…In this paper, we design, implement, and analysis the replacement of the method to create new solutions in artificial bee colony algorithm by recombination…”
Get full text

Parallelism and Hybridization in Differential Evolution to solve the Flexible Job Shop Scheduling Problem by Salto, Carolina, Morero, Franco, Bermúdez, Carlos

“…Flexible Job Shop Scheduling Problem (FJSP) is one of the most challenging combinatorial optimization problems, with practical applicability in a real…”
Get full text

Hybrid Simulated Annealing for Optimal Cost Instrumentation in Chemical Plants by Jose Hernandez, Carolina Salto, Gabriela Minetti, Mercedes Carnero, Mabel C. Sanchez

“…Process information is the foundation upon which many common tasks in chemical plants are based. To satisfy information requirements regarding its quality and…”
Get full text

Tuning a hybrid SA based algorithm applied to Optimal Sensor Network Design by Minetti, Gabriela F., Hernandez, José, Carnero, Mercedes, Salto, Carolina, Bermudez, Carlos, Sanchez, Mabel

“…Sensor network design problem (SNDP) in process plants includes the determination of which process variables should be measured to achieve a required degree of…”
Get full text

Big optimization with genetic algorithms: Hadoop, Spark, and MPI by Salto, Carolina, Minetti, Gabriela, Alba, Enrique, Luque, Gabriel

“…Solving problems of high dimensionality (and complexity) usually needs the intense use of technologies, like parallelism, advanced computers and new types of…”
Get full text

Designing heterogeneous distributed GAs by efficiently self-adapting the migration period by Salto, Carolina, Alba, Enrique

“…This paper investigates a new heterogeneous method that dynamically sets the migration period of a distributed Genetic Algorithm (dGA). Each island GA of this…”
Get full text

Metaheurísticas Basadas en Trayectoria para Resolver una Variante del Problema de Flowshop by Gabriela Minetti, Carolina Salto

“…El problema de flowshop flexible híbrido con secuencias dependientes del tiempo de puesta a punto es un problema que se puede encontrar en muchos ambientes…”
Get full text

Enhancing distributed EAs by a proactive strategy by Salto, Carolina, Luna, Francisco, Alba, Enrique

“…In this work we propose a new distributed evolutionary algorithm that uses a proactive strategy to adapt its migration policy and the mutation rate. The…”
Get full text

Enhancing distributed EAs by a proactive strategy : Soft computing techniques in cluster and grid computing systems by SALTO, Carolina, LUNA, Francisco, ALBA, Enrique

Get full text

Reliability Estimation for Sensor Networks in Chemical Plants using Monte Carlo Methods by Hernández, José, Salto, Carolina, Minetti, Gabriela, Carnero, Mercedes, Sánchez, Mabel

“…The aim of this work is to analyze and determine an efficient and flexible resolution methodology to address the design of a minimum cost instrument network…”
Get full text

Diseño de intervenciones didácticas interdisciplinarias en la Facultad de Ingeniería de la Universidad Nacional de La Pampa by Raquel Ramos, María Julia Forte, Ana Laura Bacci, Carolina Salto

“…La enseñanza de inglés en la Facultad de ingeniería de la UNLPam se presenta como un requisito imprescindible en la formación de los futuros ingenieros ya que…”
Get full text

A Comparison of Recombination Operators for Capacitate Vehicle Routing Problem by Bermudez, Carlos, Graglia, Patricia, Stark, Natalia, Salto, Carolina, Alfonso, Hugo

Get full text

Resolviendo problemas complejos con técnicas metaheurísticas avanzadas by Carolina Salto, Gabriela Minetti, Hugo Alfonso, Carlos Bermudez, Natalia Stark, Fernando Sanz Troiani, Germán Dupuy, Cintia Ayala

“…Las meta heurísticas, en su definición original, son métodos de solución que orquestan una interacción entre procedimientos de mejora local y estrategias de…”
Get full text

Analysis of distributed genetic algorithms for solving cutting problems by Salto, Carolina, Alba, Enrique, Molina, Juan M.

“…In this paper, a solution to the three‐stage two‐dimensional cutting problem is presented by using sequential and parallel genetic algorithms (GAs). More…”
Get full text

Greedy Seeding Procedure for GAs Solving a Strip Packing Problem by Salto, Carolina, Alba, Enrique, Molina, Juan M, Leguizamón, Guillermo

Get full text

Parallel Simulated Annealing approach for optimal process plants instrumentation by Hernández, José, Minetti, Gabriela, Salto, Carolina, Carnero, Mercedes, Sánchez, Mabel

“…In a smart chemical plant, knowing the process state at any moment is crucial with impact on aspects such as economic, safety, or control. The information is…”
Get full text

Heterogeneous parallel algorithms to solve epistatic problems by Salto, Carolina, Alba, Enrique

“…In this paper, we propose parallel heterogeneous metaheuristics (PHM) to solve a kind of epistatic problem (NKLandscape). The main feature of our heterogeneous…”
Get full text

Distributed Evolutionary Algorithms in Heterogeneous Environments by Salto, Carolina, Luna, Francisco, Alba, Enrique

“…Distributed computing environments are usually composed of many heterogeneous computers able to work cooperatively. We analyze the impact in the performance of…”
Get full text