Bacterial colony optimization

The bacterial colony optimization algorithm is an optimization algorithm which is based on a lifecycle model that simulates some typical behaviors of E. coli bacteria during their whole lifecycle, including chemotaxis, communication, elimination, reproduction, and migration.^[1] The bacterial foraging algorithm (BFA) is a biologically inspired swarm intelligence optimization approach that mimics bacteria's foraging activity to gather the most energy available throughout the search phase. Since its introduction in 2002, it has garnered widespread interest from scholars. ^[2]

References

^ Niu, Ben; Wang, Hong (2012). "Bacterial Colony Optimization". Discrete Dynamics in Nature and Society. 2012: 1–28. doi:10.1155/2012/698057. S2CID 121768687.
^ Pang, Shinsiong; Chen, Mu-Chen (June 1, 2023). "Optimize railway crew scheduling by using modified bacterial foraging algorithm". Computers & Industrial Engineering. 180: 109218. doi:10.1016/j.cie.2023.109218. ISSN 0360-8352. S2CID 257990456.{{cite journal}}: CS1 maint: article number as page number (link)

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[1] Niu, Ben; Wang, Hong (2012). "Bacterial Colony Optimization". Discrete Dynamics in Nature and Society. 2012: 1–28. doi:10.1155/2012/698057. S2CID 121768687.

[2] Pang, Shinsiong; Chen, Mu-Chen (June 1, 2023). "Optimize railway crew scheduling by using modified bacterial foraging algorithm". Computers & Industrial Engineering. 180: 109218. doi:10.1016/j.cie.2023.109218. ISSN 0360-8352. S2CID 257990456.{{cite journal}}: CS1 maint: article number as page number (link)

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v t e Evolutionary computation
Main Topics	Evolutionary algorithm Evolutionary data mining Evolutionary multimodal optimization Human-based evolutionary computation Interactive evolutionary computation
Algorithms	Cellular evolutionary algorithm Covariance Matrix Adaptation Evolution Strategy (CMA-ES) Cultural algorithm Differential evolution Evolutionary programming Genetic algorithm Genetic programming Gene expression programming Evolution strategy Natural evolution strategy Neuroevolution Learning classifier system
Related techniques	Swarm intelligence Ant colony optimization Bees algorithm Cuckoo search Particle swarm optimization Bacterial Colony Optimization
Metaheuristic methods	Firefly algorithm Harmony search Gaussian adaptation Memetic algorithm
Related topics	Artificial development Artificial intelligence Artificial life Digital organism Evolutionary robotics Fitness function Fitness landscape Fitness approximation Genetic operators Interactive evolutionary computation No free lunch in search and optimization Machine learning Mating pool Premature convergence Program synthesis
Organizationa	ACM IEEE
Conferences	IEEE CEC GECCO PPSN EvoStar
Journals	Evolutionary Computation (journal) IEEE Trans Evol Comput

Bacterial colony optimization

Bacterial colony optimization

Bacterial colony optimization

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Bacterial colony optimization

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