Open Access
SPEA2: Improving the Strength Pareto Evolutionary Algorithm For Multiobjective Optimization
About:
The article was published on 2002-01-01 and is currently open access. It has received 1972 citations till now. The article focuses on the topics: Pareto principle & Multi-objective optimization.read more
Citations
More filters
Journal ArticleDOI
A Multiobjective Bacterial Foraging Algorithm to Solve the Environmental Economic Dispatch Problem
TL;DR: In this paper, a multiobjective bacterial foraging with non-dominated sorting procedure is applied to solve the non-linear constrained environmental/economic dispatch problem in a standard IEEE 30-bus 6-generator test system with fuel cost and emission as two conflicting objectives to be optimized simultaneously.
Proceedings ArticleDOI
Product selection based on upper confidence bound MOEA/D-DRA for testing software product lines
TL;DR: This paper investigates the use of different AOS UCB-based methods with MOEA/D-DRA to solve efficiently the product selection problem and to reduce effort spent by the tester.
Proceedings ArticleDOI
Solving Multi-objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies
TL;DR: The EDA-RL is extended for Multi-Objective Reinforcement Learning Problems, where reward is given by several criteria and the proposed method is enable to acquire various strategies by a single run.
Journal ArticleDOI
Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation
TL;DR: In this paper, a multi-objective framework for structure selection of nonlinear systems which are represented by polynomial NARX models is proposed and three well-known MOEAs such as NSGA-II, SPEA-II and MOEA/D are thoroughly investigated to determine if there exists any significant difference in their search performance.