25 citations · 125 across the 33 of their papers we have counts for
8 papers · 2 filters
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics
Hao Wang, Diederick Vermetten, Furong Ye +2
Benchmarking and performance analysis play an important role in understanding the behaviour of iterative optimization heuristics (IOHs) such as local search algorithms, genetic and…
A Modular Hybridization of Particle Swarm Optimization and Differential Evolution
Rick Boks, Hao Wang, Thomas Bäck
In swarm intelligence, Particle Swarm Optimization (PSO) and Differential Evolution (DE) have been successfully applied in many optimization tasks, and a large number of variants,…
Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case
Diederick Vermetten, Hao Wang, Carola Doerr +1
One of the most challenging problems in evolutionary computation is to select from its family of diverse solvers one that performs well on a given problem. This algorithm selection…
Benchmarking a Genetic Algorithm with Configurable Crossover Probability
Furong Ye, Hao Wang, Carola Doerr +1
We investigate a family of Genetic Algorithms (GAs) which creates offspring either from mutation or by recombining two randomly chosen parents. By scaling the crossover pro…
A Tailored NSGA-III Instantiation for Flexible Job Shop Scheduling
Yali Wang, Bas van Stein, Michael T. M. Emmerich +1
A customized multi-objective evolutionary algorithm (MOEA) is proposed for the multi-objective flexible job shop scheduling problem (FJSP). It uses smart initialization approaches…
Improving Many-Objective Evolutionary Algorithms by Means of Edge-Rotated Cones
Yali Wang, André Deutz, Thomas Bäck +1
Given a point in -dimensional objective space, any -ball of a point can be partitioned into the incomparable, the dominated and dominating region. The ratio between…