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Enhancing artificial bee colony algorithm with multi-elite guidance
Information Sciences, 2021Artificial bee colony (ABC) algorithm is a relatively new paradigm of swarm intelligence based optimization technique, which has attracted a lot of attention for its simple structure and good performance.
Xinyu Zhou +4 more
semanticscholar +1 more source
IEEE Transactions on Cybernetics, 2020
In this article, we propose a hybrid artificial bee colony (ABC) algorithm to solve a parallel batching distributed flow-shop problem (DFSP) with deteriorating jobs.
Jun-qing Li +6 more
semanticscholar +1 more source
In this article, we propose a hybrid artificial bee colony (ABC) algorithm to solve a parallel batching distributed flow-shop problem (DFSP) with deteriorating jobs.
Jun-qing Li +6 more
semanticscholar +1 more source
Concurrency and Computation, 2021
The flexible job‐shop scheduling problem (FJSP) is currently one of the most critical issues in process planning and manufacturing. The FJSP is studied with the goal of achieving the shortest makespan.
Xiaojun Long +5 more
semanticscholar +1 more source
The flexible job‐shop scheduling problem (FJSP) is currently one of the most critical issues in process planning and manufacturing. The FJSP is studied with the goal of achieving the shortest makespan.
Xiaojun Long +5 more
semanticscholar +1 more source
International Journal of Production Research, 2020
With the development of global and decentralised economies, distributed production emerges in large manufacturing firms. A distributed production model exists with hybrid flowshops.
Yingli Li +6 more
semanticscholar +1 more source
With the development of global and decentralised economies, distributed production emerges in large manufacturing firms. A distributed production model exists with hybrid flowshops.
Yingli Li +6 more
semanticscholar +1 more source
IEEE Transactions on Cybernetics, 2021
Disassembly lines are the most effective way to address large-scale value recovery from end-of-life (EOL) products. Disassembly line balancing (DLB) greatly affects the economics and throughput of EOL product processing. Complete disassembly is generally
Kaipu Wang +4 more
semanticscholar +1 more source
Disassembly lines are the most effective way to address large-scale value recovery from end-of-life (EOL) products. Disassembly line balancing (DLB) greatly affects the economics and throughput of EOL product processing. Complete disassembly is generally
Kaipu Wang +4 more
semanticscholar +1 more source
An improved binary artificial bee colony algorithm
2017 15th International Conference on ICT and Knowledge Engineering (ICT&KE), 2017The xor-based artificial bee colony algorithm, called as binABC, is a novel variant of basic artificial bee colony (ABC) algorithm, which is proposed for solving binary optimization problems. This algorithm uses xor logic operator to search solution space instead of subtraction-based solution update rule of basic ABC due to discrete nature of the ...
Kaya, Ersin, Kiran, Mustafa Servet
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Cost-sensitive feature selection using two-archive multi-objective artificial bee colony algorithm
Expert systems with applications, 2019Since different features may require different costs, the cost-sensitive feature selection problem become more and more important in real-world applications.
Yong Zhang +4 more
semanticscholar +1 more source
Artificial Bee Colony Algorithm
2019Swarm intelligence and group behavior of honey bees was the inspiration basis of some metaheuristics. The first one is the Artificial Bee Colony (ABC) algorithm which was introduced by Karaboga in 2005 [1] based on the foraging behavior of honey bees. Other algorithms such as bee colony optimization [2] and bees algorithm [3] were also developed which ...
Ali Kaveh, Taha Bakhshpoori
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Dynamic Swarm Artificial Bee Colony Algorithm
International Journal of Applied Evolutionary Computation, 2012Artificial Bee Colony (ABC) optimization algorithm is relatively a simple and recent population based probabilistic approach for global optimization. ABC has been outperformed over some Nature Inspired Algorithms (NIAs) when tested over test problems as well as real world optimization problems.
Harish Sharma +3 more
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Multi-Objective Artificial Bee Colony Algorithm
2015 International Conference on Computational Intelligence and Communication Networks (CICN), 2015In order to approach the true Pareto front as fast as possible and make the distribution of solutions uniform on multi-objective optimization problems, a multi-objective optimization algorithm based on artificial bee colony algorithm has been presented in this paper, named MABC.
Yanjiao Wang, Yaojie Li
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