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A study on multiform multi-objective evolutionary optimization

期刊: MEMETIC COMPUTING, 2021; 13 (3)

Multi-objective optimization problem (MOP) denotes the optimization problem involving more than one objective function to be optimized simultaneously.......

A novel non-dominated sorting genetic algorithm for solving the triple objective project scheduling problem

期刊: MEMETIC COMPUTING, 2021; 13 (2)

Multi-objective project scheduling has attracted wide attention for approximately two decades. However, most of the existing research has focused on t......

An adaptive multiobjective evolutionary algorithm based on grid subspaces

期刊: MEMETIC COMPUTING, 2021; 13 (2)

The successful application of multi-objective evolutionary algorithms (MOEAs) in many kinds of multiobjective problems have attracted considerable att......

An efficient bilevel differential evolution algorithm with adaptation of lower level population size and search radius

期刊: MEMETIC COMPUTING, 2021; 13 (2)

Bilevel optimization has been recognized as one of the most difficult and challenging tasks to deal with because a solution to the upper level problem......

Integrated scheduling problem for earth observation satellites based on three modeling frameworks: an adaptive bi-objective memetic algorithm

期刊: MEMETIC COMPUTING, 2021; 13 (2)

With the number of on-orbit earth observation satellites (EOSs) increases, satellite image data downlink scheduling problem is becoming the bottleneck......

Multi-objective memetic algorithm for core-periphery structure detection in complex network

期刊: MEMETIC COMPUTING, 2021; 13 (3)

Core-periphery structure detection (CPSD) in complex networks is essential to reveal functional nodes in the complicated systems, e.g., influential no......

Integrated production and distribution scheduling in distributed hybrid flow shops

期刊: MEMETIC COMPUTING, 2021; 13 (2)

To improve the operational efficiency and competitive advantage of supply chains, integrated production and distribution has attracted an increasing a......

An effective memetic algorithm for UAV routing and orientation under uncertain navigation environments

期刊: MEMETIC COMPUTING, 2021; 13 (2)

Navigation correction is usually frequently required by unmanned aerial vehicles (UAVs), especially under uncertain navigation environments. Although ......

A decomposition-based evolutionary algorithm for scalable multi/many-objective optimization

期刊: MEMETIC COMPUTING, 2021; 13 (3)

The aim of evolutionary multi/many-objective optimization is to obtain a set of Pareto-optimal solutions with good trade-off among the multiple confli......

An adaptive niching method based on multi-strategy fusion for multimodal optimization

期刊: MEMETIC COMPUTING, 2021; 13 (3)

Various niching methods have been widely adopted for solving multimodal optimization. However, keeping a balance between exploitation and exploration ......

Linear prediction evolution algorithm: a simplest evolutionary optimizer

期刊: MEMETIC COMPUTING, 2021; 13 (3)

The prediction-based evolutionary algorithms are a recently developed branch of metaheuristic algorithms. The most notable feature of this kind of alg......

A light-robust-optimization model and an effective memetic algorithm for an open vehicle routing problem under uncertain travel times

期刊: MEMETIC COMPUTING, ; ()

This paper addresses an open vehicle routing problem with predetermined time windows under uncertain travel times (OVRP-UT). A novel light-robust-opti......

Local search methods for type I mixed-model two-sided assembly line balancing problems

期刊: MEMETIC COMPUTING, 2021; 13 (1)

Two-sided assembly lines are widely utilized to assemble large-sized products such as cars and trucks. Recently, these types of assembly lines have be......

A random forest assisted evolutionary algorithm using competitive neighborhood search for expensive constrained combinatorial optimization

期刊: MEMETIC COMPUTING, 2021; 13 (1)

Many real-world combinatorial optimization problems have both expensive objective and constraint functions. Although surrogate models for the discrete......

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