An adaptive GP-based memetic algorithm for symbolic regression
Sign Up to like & getrecommendations! Published in 2020 at "Applied Intelligence"
DOI: 10.1007/s10489-020-01745-w
Abstract: Symbolic regression is a process to find a mathematical expression that represents the relationship between a set of explanatory variables and a measured variable. It has become a best-known problem for GP (genetic programming), as… read more here.
Keywords: symbolic regression; local search; regression; based memetic ... See more keywords
Multiobjective memetic algorithm based on adaptive local search chains for vehicle routing problem with time windows
Sign Up to like & getrecommendations! Published in 2019 at "Evolutionary Intelligence"
DOI: 10.1007/s12065-019-00224-7
Abstract: This paper presents a multiobjective memetic algorithm based on adaptive local search chains (MMA-ALSC) for vehicle routing problem with time window (VRPTW) which is an important research area in logistics. As shown in most previous… read more here.
Keywords: multiobjective memetic; problem; mma alsc; local search ... See more keywords
Automatic unit layout of masonry structure using memetic algorithm and building information modeling
Sign Up to like & getrecommendations! Published in 2021 at "Automation in Construction"
DOI: 10.1016/j.autcon.2021.103858
Abstract: Abstract Masonry materials has been widely used in building construction. During the design of a masonry structure, engineers need to manually arrange the position of each masonry unit to reduce the waste of masonry units… read more here.
Keywords: unit layout; masonry structure; unit; construction ... See more keywords
A Memetic Algorithm for Community Detection in Bipartite Networks
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2938982
Abstract: Bipartite networks belong to the category of complex networks, whose vertices can be divided into two separated vertex sets, so that there are no edges between vertices in the same set, and edges only exist… read more here.
Keywords: community; bipartite networks; community detection; detection bipartite ... See more keywords
Memetic Algorithm With Meta-Lamarckian Learning and Simplex Search for Distributed Flexible Assembly Permutation Flowshop Scheduling Problem
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2996305
Abstract: This paper studies a novel and practical distributed flexible assembly permutation flowshop scheduling problem with makespan criterion, which has attracted wide attention due to important applications in modern manufacturing. The problem integrates two machine environments… read more here.
Keywords: flexible assembly; problem; distributed flexible; algorithm ... See more keywords
Memetic Algorithm-Based Data Gathering Scheme for IoT-Enabled Wireless Sensor Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.2998828
Abstract: Wireless Sensor Networks (WSNs) is the key element of the Internet of Things (IoT) for sensing the environment, collecting data and sending it to the base station (BS). In the IoT environment, routing protocols that… read more here.
Keywords: wireless sensor; iot enabled; algorithm based; iot ... See more keywords
Active module identification in intracellular networks using a memetic algorithm with a new binary decoding scheme
Sign Up to like & getrecommendations! Published in 2017 at "BMC Genomics"
DOI: 10.1186/s12864-017-3495-y
Abstract: BackgroundActive modules are connected regions in biological network which show significant changes in expression over particular conditions. The identification of such modules is important since it may reveal the regulatory and signaling mechanisms that associate… read more here.
Keywords: decoding scheme; active module; module identification; identification ... See more keywords
Control Strategy Optimization for Parallel Hybrid Electric Vehicles Using a Memetic Algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Energies"
DOI: 10.3390/en10030305
Abstract: Hybrid electric vehicle (HEV) control strategy is a management approach for generating, using, and saving energy. Therefore, the optimal control strategy is the sticking point to effectively manage hybrid electric vehicles. In order to realize… read more here.
Keywords: control; electric vehicles; memetic algorithm; control strategy ... See more keywords