An Improved Multi-Objective Evolutionary Algorithm with Adaptable Parameters

An Improved Multi-Objective Evolutionary Algorithm with Adaptable Parameters

Multi-Objective Evolutionary Algorithms (MOEAs) are not easy to use because they require parameter tunings of three main parameters - population size, crossover probability, and mutation probability - in order to achieve desirable solutions and performance for an arbitrary complex problem. Moreover,...

Full description

Bibliographic Details
Main Author:	Tran, Khoa Duc
Format:	Others
Published:	NSUWorks 2006
Subjects:	Computer Sciences
Online Access:	http://nsuworks.nova.edu/gscis_etd/888 http://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1887&context=gscis_etd

Similar Items

Multi-objective evolutionary algorithms of spiking neural networks
by: Saleh, Abdulrazak Yahya
Published: (2015)

Network engineering using multi-objective evolutionary algorithms
by: Baruani, Atumbe Jules
Published: (2012)

Evolutionary Multi-Objective Membrane Algorithm
by: Chuang Liu, et al.
Published: (2020-01-01)

Performance differences between multi-objective evolutionary algorithms in different environments
by: Ong, Shyhwang, et al.
Published: (2016)

Learning enhancement of three-term backpropagation network based on elitist multi-objective evolutionary algorithms
by: Elsayed, Ashraf Osman Ibrahim
Published: (2015)

An Evolutionary Algorithm for Multi and Many-Objective Optimization With Adaptive Mating and Environmental Selection
by: Vikas Palakonda, et al.
Published: (2020-01-01)

Gene selection using hybrid multi-objective cuckoo search algorithm with evolutionary operators for cancer microarray data
by: Othman, Mohd. Shahizan, et al.
Published: (2020)

An Improved S-Metric Selection Evolutionary Multi-Objective Algorithm With Adaptive Resource Allocation
by: Adriana Menchaca-Mendez, et al.
Published: (2018-01-01)

Bio-Inspired Evolutionary Algorithms for Multi-Objective Optimization Applied to Engineering Applications
by: DeBruyne, Sandra, DeBruyne
Published: (2018)

Faster Evolutionary Multi-Objective Optimization via GALE, the Geometric Active Learner
by: Krall, Joseph
Published: (2014)

An evolutionary approach to multi-objective optimization problems.
Published: (2002)

Evolutionary Algorithm for Generation of Air Pressure and Lip Pressure Parameters for Automated Performance of Brass Instruments
by: Bilitski, James A.
Published: (2006)

Sequential Sampling in Noisy Multi-Objective Evolutionary Optimization
by: Siegmund, Florian
Published: (2009)

Improving evolutionary algorithms by MEANS of an adaptive parameter control approach
by: Corriveau, Guillaume
Published: (2012)

Bioinspired evolutionary algorithm based for improving network coverage in wireless sensor networks
by: Abbasi, Mohammadjavad J., et al.
Published: (2014)

Decomposition Multi-Objective Evolutionary Algorithm Based on Adaptive Neighborhood Adjustment Strategy
by: Liping Wang, et al.
Published: (2020-01-01)

Evolutionary Algorithms for VLSI Test Automation
by: Cruz, Alfredo
Published: (2002)

Using an evolutionary algorithm to search for control algorithm parameters with a quadrocopter as hardware in the loop
by: Nyxén, Primus, et al.
Published: (2015)

AN IMPROVED MULTI-OBJECTIVE EVOLUTIONARY OPTIMIZATION ALGORITHM FOR SUGAR CANE CRYSTALLIZATION
by: Yanmei Meng, et al.
Published: (2016-06-01)

Variation Rate to Maintain Diversity in Decision Space within Multi-Objective Evolutionary Algorithms
by: Oliver Cuate, et al.
Published: (2019-09-01)

Application of Multi-Objective Evolutionary Algorithms for Planning Healthy and Balanced School Lunches
by: Juan-Manuel Ramos-Pérez, et al.
Published: (2021-12-01)

Development of algorithms for multi-objective evolutionary optimisation
by: Large, Jonathan W.
Published: (2005)

EMOCA: An Evolutionary Multi-Objective Crowding Algorithm
by: Rajagopalan, R., et al.
Published: (2008-08-01)

Multi-objective evolutionary algorithms for data clustering
by: Kirkland, Oliver
Published: (2014)

Development of a Multi-Objective Evolutionary Algorithm for Strain-Enhanced Quantum Cascade Lasers
by: David Mueller, et al.
Published: (2016-07-01)

A Self-Adaptive Evolutionary Algorithm for the Berth Scheduling Problem: Towards Efficient Parameter Control
by: Maxim A. Dulebenets, et al.
Published: (2018-07-01)

A Competitive Co-Evolutionary Approach for the Multi-Objective Evolutionary Algorithms
by: Van Truong Vu, et al.
Published: (2020-01-01)

Boolean Operators to Improve Multi-Objective Evolutionary Algorithms for Designing Optical Networks
by: Nadja J. da S. Lima, et al.

An adaptive evolutionary multi-objective estimation of distribution algorithm and its application to Multi-UAV path planning
by: Liang, Z., et al.
Published: (2023)

ADAPTIVE SELECTION OF AUXILIARY OBJECTIVES IN MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS
by: I. A. Petrova, et al.
Published: (2016-05-01)

Evolutionary algorithms for statistics and finance
by: Karavas, Vassilios N
Published: (2003)

A Multi Objective Evolutionary Algorithm for the Parameters Extraction of Organic Thin Film Transistors Models
by: Rosario Schiano Lo Moriello, et al.
Published: (2021-04-01)

Classification systems optimization with multi-objective evolutionary algorithms
by: Radtke, Paulo Vinicius Wolski
Published: (2006)

Learning automata and sigma imperialist competitive algorithm for optimization of single and multi-objective functions
by: Enayatifar, Rasul
Published: (2014)

Multi-objective Combinatorial Optimization Using Evolutionary Algorithms
by: Ozsayin, Burcu
Published: (2009)

Theory and Applications of Efficient Multi-Objective Evolutionary Algorithms
by: Jian-Hung Chen, et al.
Published: (2004)

Multi-Objective Evolutionary Algorithms with Constraints Handling Mechanism
by: Po-wu Lai, et al.
Published: (2007)

Maintaining Diversiform Solutions for Multi-Objective Evolutionary Algorithms
by: Kuan-Wei Hung, et al.
Published: (2009)

Evolutionary algorithms for compiler-enabled program autotuning
by: Pacula, Maciej
Published: (2011)

Automatic Adaptive Locomotion on Broken-down Quadrupedal Biomorphic Robot by Multi-Objective Evolutionary Algorithms
by: Hou-Yu Chen, et al.
Published: (2014)