DECMO2: a robust hybrid and adaptive multi-objective evolutionary algorithm

DECMO2: a robust hybrid and adaptive multi-objective evolutionary algorithm

We describe a hybrid and adaptive coevolutionary optimization method that can efficiently solve a wide range of multi-objective optimization problems (MOOPs) as it successfully combines positive traits from three main classes of multi-objective evolutionary algorithms (MOEAs): classical approaches that use Paretobased selection for survival criteria, approaches that rely on differential evoluti...

Constructing Robust Cooperative Networks using a Multi-Objective Evolutionary Algorithm

The design and construction of network structures oriented towards different applications has attracted much attention recently. The existing studies indicated that structural heterogeneity plays different roles in promoting cooperation and robustness. Compared with rewiring a predefined network, it is more flexible and practical to construct new networks that satisfy the desired properties. Th...

Solving ‎‎‎Multi-objective Optimal Control Problems of chemical ‎processes ‎using ‎Hybrid ‎Evolutionary ‎Algorithm

Evolutionary algorithms have been recognized to be suitable for extracting approximate solutions of multi-objective problems because of their capability to evolve a set of non-dominated solutions distributed along the Pareto frontier‎. ‎This paper applies an evolutionary optimization scheme‎, ‎inspired by Multi-objective Invasive Weed Optimization (MOIWO) and Non-dominated Sorting (NS) strategi...

Adaptive Evolutionary Algorithm for a Multi-Objective VRP

The Capacitated Vehicle Routing Problem with Balanced Routes and Time Windows (CVRPBRTW) aims at optimizing the total distance cost, the number of vehicles used, and the route balancing subject to time windows and other constraints. Due to the multiple and often conflicting objectives, the proposed problem is formulated and tackled in a MultiObjective Optimization manner using a Hybrid Multi-Ob...

Evolutionary Multi-Objective Robust Optimization