Evaluation of sequential, multi-objective, and parallel interactive genetic algorithms for multi-objective optimization problems

Evaluation of sequential, multi-objective, and parallel interactive genetic algorithms for multi-objective optimization problems

We propose a sequential interactive genetic algorithm (IGA), multi-objective IGA and parallel IGA, and evaluate them with both simulated and real users. Combining human evaluation with an optimization system for engineering design enables us to embed domainspecific knowledge that is frequently hard...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Brintrup, A, Ramsden, J, Tiwari, A, Takagi, H
Natura:	Journal article
Pubblicazione:	2006

Documenti analoghi

An Interactive Genetic Algorithm Based Framework for Handling Qualitative Criteria in Design Optimization
di: Brintrup, A, et al.
Pubblicazione: (2007)

Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria using Interactive Genetic Algorithms
di: Brintrup, A, et al.
Pubblicazione: (2008)

Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria using Interactive Genetic Algorithms
di: Brintrup, A, et al.
Pubblicazione: (2008)

Affects of User Interaction Mechanisms in Multi-objective IGA
di: Brintrup, A, et al.
Pubblicazione: (2007)

Self organizing genetic algorithm for multi-objective optimization problems /
di: Fatimah Sham Ismail, 1966-, et al.
Pubblicazione: (2011)

Properties of objective functions and search algorithms in multi-objective optimization problems
di: A. V. Smirnov
Pubblicazione: (2022-07-01)

An evolutionary constrained multi-objective optimization algorithm with parallel evaluation strategy
di: Koji SHIMOYAMA, et al.
Pubblicazione: (2017-10-01)

Multi-objective resistance-capacitance optimization algorithm: An effective multi-objective algorithm for engineering design problems
di: Sowmya Ravichandran, et al.
Pubblicazione: (2024-09-01)

Dynamic multi-objective optimization framework with interactive evolution for sequential recommendation
di: Zhou, Wei, et al.
Pubblicazione: (2023)

Multi-agent, multi-role, and multi-objective supply chain behaviour optimisation
di: Brintrup, A
Pubblicazione: (2010)

A Multi-Objective Carnivorous Plant Algorithm for Solving Constrained Multi-Objective Optimization Problems
di: Yufei Yang, et al.
Pubblicazione: (2023-03-01)

Multi-objective optimization algorithms for mixed model assembly line balancing problem with parallel workstations
di: Masoud Rabbani, et al.
Pubblicazione: (2016-12-01)

Self organizing genetic algorithm for multi-objective optimization problems [elevtronic resource] /
di: Fatimah Sham Ismail, 1966-
Pubblicazione: (2011)

MULTI-EQUIPMENT CONDITION BASED MAINTENANCE OPTIMIZATION BY MULTI-OBJECTIVE GENETIC ALGORITHM
di: Valcuha Å tefan, et al.
Pubblicazione: (2011-09-01)

Parallelization of AMALGAM algorithm for a multi-objective optimization of a hydrological model
di: Ali A. Besalatpour, et al.
Pubblicazione: (2023-11-01)

Evolutionary algorithms for solving multi-modal and multi-objective optimization problems
di: Qu, Boyang
Pubblicazione: (2012)

Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization
di: Ke-Jing Du, et al.
Pubblicazione: (2022-02-01)

MOANA: Multi-objective ant nesting algorithm for optimization problems
di: Noor A. Rashed, et al.
Pubblicazione: (2025-01-01)

Parallel algorithm implementation for multi‐object tracking and surveillance
di: Mohamed Elbahri, et al.
Pubblicazione: (2016-04-01)

Study on sequence problem optimization using variation-robust multi-objective optimization genetic algorithm
di: Takashi YAMAZAKI, et al.
Pubblicazione: (2022-10-01)

Efficient optimization of multi-objective redundancy allocation problems in series-parallel systems
di: Mina Ebrahimi Arjestan
Pubblicazione: (2017-06-01)

Multi-objective optimal design of airfoil based on multi-island genetic algorithm
di: Zhiyang ZHANG, et al.
Pubblicazione: (2024-08-01)

Improved multi-objective differential evolution algorithm based on a decomposition strategy for multi-objective optimization problems
di: Mingwei Fan, et al.
Pubblicazione: (2022-12-01)

MLGSA: Multi-Leader Gravitational Search Algorithm for MultiObjective Optimization Problem
di: Mohd Riduwan, Ghazali, et al.
Pubblicazione: (2017)

Multi-Objective ABC-NM Algorithm for Multi-Dimensional Combinatorial Optimization Problem
di: Muniyan Rajeswari, et al.
Pubblicazione: (2023-04-01)

To study the multi-objective optimization of EDM using genetic algorithm
di: Fairuz, Idris
Pubblicazione: (2013)

Optimization of multi-objective land use model with genetic algorithm
di: Hasan Mutlu
Pubblicazione: (2020-12-01)

Multi-objective genetic algorithm for synchrotron radiation beamline optimization
di: Junyu Zhang, et al.
Pubblicazione: (2023-01-01)

A parallel multi-objective genetic algorithm for scheduling scientific workflows in cloud computing
di: Muhammad Sardaraz, et al.
Pubblicazione: (2020-08-01)

Parallel Multi-Objective Genetic Algorithm for Short-Term Economic Environmental Hydrothermal Scheduling
di: Zhong-Kai Feng, et al.
Pubblicazione: (2017-01-01)

A new optimization algorithm to solve multi-objective problems
di: Mohammad Reza Sharifi, et al.
Pubblicazione: (2021-10-01)

Optimization of a multi-objective-multi period traveling salesman problem with pickup and delivery using genetic algorithm /
di: Seyed Pourva Pourhejazy, 1988-, et al.
Pubblicazione: (2014)

Machine-learning-based parallel genetic algorithms for multi-objective optimization in ultra-reliable low-latency WSNs
di: Chang, Yuchao, et al.
Pubblicazione: (2019)

Machine-Learning-Based Parallel Genetic Algorithms for Multi-Objective Optimization in Ultra-Reliable Low-Latency WSNs
di: Yuchao Chang, et al.
Pubblicazione: (2019-01-01)

Multi objective optimization using genetic algorithm of a pneumatic connector
di: H. A., Salaam, et al.
Pubblicazione: (2018)

Multi-objective optimization of microfiltration of baker’s yeast using genetic algorithm
di: Lukić Nataša Lj., et al.
Pubblicazione: (2017-01-01)

Genetic Algorithm Based Solution of Fuzzy Multi-Objective Transportation Problem
di: Jaydeepkumar M. Sosa, et al.
Pubblicazione: (2020-12-01)

A hybrid multi-objective optimization algorithm for software requirement problem
di: M.H. Marghny, et al.
Pubblicazione: (2022-09-01)

Optimization of Agricultural BMPs Using a Parallel Computing Based Multi-Objective Optimization Algorithm
di: Yongbo Liu, et al.
Pubblicazione: (2013-01-01)

Single-objective and multi-objective optimization using the HUMANT algorithm
di: Marko Mladineo, et al.
Pubblicazione: (2015-10-01)