A review of artificial fish swarm algorithms: recent advances and applications
نویسندگان
چکیده
The Artificial Fish Swarm Algorithm (AFSA) is inspired by the ecological behaviors of fish schooling in nature, viz., preying, swarming and following behaviors. Owing to a number salient properties, which include flexibility, fast convergence, insensitivity initial parameter settings, family AFSA has emerged as an effective Intelligence (SI) methodology that been widely applied solve real-world optimization problems. Since its introduction 2002, many improved hybrid models have developed tackle continuous, binary, combinatorial This paper aims present concise review continuous AFSA, encompassing original ASFA, improvements models, well their associated applications. We focus on articles published high-quality journals since 2013. Our provides insights into parameters modifications, procedure sub-functions. main reasons for these enhancements comparison results with other methods are discussed. In addition, hybrid, multi-objective dynamic proposed problems elucidated. also analyse possible highlight future research directions advancing AFSA-based models.
منابع مشابه
A Review of the Recent Advances and Application of 3D Printing in Pharmacy and Drug Delivery
Throughout human history, the most valuable inventions have been those that, even decades after their initial introduction, affected the lives of people around the world. 3D printers similar to steam engines, light bulbs, and the World Wide Web are thought to be among the inventions that will revolutionize the future of different industries. This technology is generally introduced as the manuf...
متن کاملRecent Advances in Adaptive Particle Swarm Optimization Algorithms
This paper reviews recent literature on the mechanisms for adapting parameters of particle swarm optimization (PSO) algorithm. The review covers the mechanisms for adaptively setting such parameters as inertia weight, acceleration constants, number of particles and number of iterations. In additions, a more thorough review of the mechanisms for adapting inertia weight and acceleration constants...
متن کاملRecent Advances in Artificial Immune Systems: Models and Applications
The immune system is a remarkable information processing and self learning system that offers inspiration to build artificial immune system (AIS). The field of AIS has obtained a significant degree of success as a branch of Computational Intelligence since it emerged in the 1990s. This paper surveys the major vailable online 30 October 2010
متن کاملA review on the recent advances in the biology and aquaculture technology of Holothuria scabra
The highly valued sea cucumber Holothuria scabra is currently listed as endangered (EN) species in the IUCN Red List due to overfishing in most of its native locations, spurring the development of H. scabra aquaculture to ensure sustainability of the industry and species in the wild. This review presents a summary on the biology of Holothuria scabra and recent advancements of its aquaculture te...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Artificial Intelligence Review
سال: 2022
ISSN: ['0269-2821', '1573-7462']
DOI: https://doi.org/10.1007/s10462-022-10214-4