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Yuhui Shi
Yuhui Shi is a pioneer in particle swarm optimization algorithms and the developer of brain storm optimization algorithms. He was an electrical engineer from Xi'an Jiaotong-Liverpool University in Suzhou, China, where he was named a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) in 2016 for his contributions to particle swarm optimization algorithms. He earned his PhD in electrical engineering from Southeast University, Nanjing, China in 1992, and was trained as a Post Doc Fellow at Concordia University under Canadian International Development Agency joint doctoral program, initiated by Prof. Jeremiah F. Hayes et al. He organized the first IEEE Symposium on Swarm Intelligence in 2003, and established the IEEE CIS (Computational Intelligence Society) Task Force on Swarm Intelligence in 2002, when he co-authored a book with James Kennedy (social psychologist) and Russell C. Eberhart. He is a Chair Professor in the Department of Computer Science and Engineerin ...
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Particle Swarm Optimization
In computational science, particle swarm optimization (PSO) is a computational method that Mathematical optimization, optimizes a problem by iterative method, iteratively trying to improve a candidate solution with regard to a given measure of quality. It solves a problem by having a population of candidate solutions, here dubbed Point particle, particles, and moving these particles around in the Optimization (mathematics)#Concepts and notation, search-space according to simple formula, mathematical formulae over the particle's Position (vector), position and velocity. Each particle's movement is influenced by its local best known position, but is also guided toward the best known positions in the search-space, which are updated as better positions are found by other particles. This is expected to move the swarm toward the best solutions. PSO is originally attributed to James Kennedy (social psychologist), Kennedy, Russell C. Eberhart, Eberhart and Yuhui Shi, Shi and was first int ...
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James Kennedy (social Psychologist)
James Kennedy (born November 5, 1950) is an American social psychologist, best known as an originator and researcher of particle swarm optimization. The first papers on the topic, by Kennedy and Russell C. Eberhart, were presented in 1995; since thetens of thousandsof papers have been published on particle swarms. The Academic Press / Morgan Kaufmann book, ''Swarm Intelligence'', by Kennedy and Eberhart with Yuhui Shi, was published in 2001. The particle swarm paradigm draws on social-psychological simulation research in which Kennedy had participated at the University of North Carolina, integrated with evolutionary computation methods that Eberhart had been working with in the 1990s. The result was a problem-solving or optimization algorithm based on the principles of human social interaction. Individuals begin the program with random guesses at the problem solution. As the program runs, the "particles" share their successes with their topological neighbors; each particle is bo ...
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Living People
Purpose: Because living persons may suffer personal harm from inappropriate information, we should watch their articles carefully. By adding an article to this category, it marks them with a notice about sources whenever someone tries to edit them, to remind them of WP:BLP (biographies of living persons) policy that these articles must maintain a neutral point of view, maintain factual accuracy, and be properly sourced. Recent changes to these articles are listed on Special:RecentChangesLinked/Living people. Organization: This category should not be sub-categorized. Entries are generally sorted by family name In many societies, a surname, family name, or last name is the mostly hereditary portion of one's personal name that indicates one's family. It is typically combined with a given name to form the full name of a person, although several give .... Maintenance: Individuals of advanced age (over 90), for whom there has been no new documentation in the last ten ...
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Fellows Of The IEEE
, the Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines. The IEEE has a corporate office ... (IEEE) has 7,236 members designated Fellow, each of whom is associated with at least one of the 41 societies under the IEEE. The Fellow grade of membership is the highest level of membership, and cannot be applied for directly by the member – instead the candidate must be nominated by others. This grade of membership is conferred by the IEEE board of directors in recognition of a high level of demonstrated extraordinary accomplishment. * Aerospace and Electronic Systems Society – List of fellows * Antennas & Propagation Society – List of fellows * IEEE Broadcast Technology Society – List of fellows * Circuits and Systems Society – List of fellows * Communica ...
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Swarm Intelligence
Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems. Swarm intelligence systems consist typically of a population of simple agents or boids interacting locally with one another and with their environment.Hu, J.; Turgut, A.; Krajnik, T.; Lennox, B.; Arvin, F.,Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks IEEE Transactions on Cognitive and Developmental Systems, 2020. The inspiration often comes from nature, especially biological systems. The agents follow very simple rules, and although there is no centralized control structure dictating how individual agents should behave, local, and to a certain degree random, interactions between such agents lead to the emergence of "intelligent" global behavior, unkno ...
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University Of Ottawa
The University of Ottawa (), often referred to as uOttawa or U of O, is a Official bilingualism in Canada, bilingual public research university in Ottawa, Ontario, Canada. The main campus is located on directly to the northeast of Downtown Ottawa across the Rideau Canal in the Sandy Hill, Ottawa, Sandy Hill neighbourhood. The University of Ottawa was first established as the College of Bytown in 1848 by the first bishop of the Archdiocese of Ottawa, Catholic Archdiocese of Ottawa, Joseph-Bruno Guigues. Placed under the direction of the Missionary Oblates of Mary Immaculate, Oblates of Mary Immaculate, it was renamed the College of Ottawa in 1861 and received university status five years later through a royal charter. On 5 February 1889, the university was granted a pontifical charter by Pope Leo XIII, elevating the institution to a pontifical university. The university was reorganized on July 1, 1965, as a corporation, independent from any outside body or religious organizatio ...
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Carleton University
Carleton University is an English-language public university, public research university in Ottawa, Ontario, Canada. Founded in 1942 as Carleton College, the institution originally operated as a private, non-denominational evening college to serve returning World War II veterans. Carleton was chartered as a university by the provincial government in 1952 through ''The Carleton University Act,'' which was then amended in 1957, giving the institution its current name. The university is named after the now-dissolved Carleton County, Ontario, Carleton County, which included the city of Ottawa at the time the university was founded. Carleton is organized into five faculties and with more than 65 degree programs. It has several specialized institutions, including the Arthur Kroeger College of Public Affairs, the Norman Paterson School of International Affairs, the Carleton School of Journalism, the School of Public Policy and Administration, and the Sprott School of Business. As of 2 ...
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Shenzhen
Shenzhen is a prefecture-level city in the province of Guangdong, China. A Special economic zones of China, special economic zone, it is located on the east bank of the Pearl River (China), Pearl River estuary on the central coast of Guangdong, bordering Hong Kong to the south, Dongguan to the north, Huizhou to the northeast, and Macau to the southwest. With a population of 17.5 million in 2020, Shenzhen is the List of cities in China by population, third most populous city by urban population in China after Shanghai and Beijing. The Port of Shenzhen is the List of busiest container ports, world's fourth busiest container port. Shenzhen roughly follows the administrative boundaries of Bao'an County, which was established in imperial times. After the Opium Wars, the southern portion of Bao'an County was occupied by the British and became part of British Hong Kong, while the village of Shenzhen was next to the border. Shenzhen turned into a city in 1979. In the early 1980s, Chine ...
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Southern University Of Science And Technology
The Southern University of Science and Technology (SUSTech) is a municipal public university in Shenzhen, Guangdong, China. It is owned and funded by the Shenzhen Municipal People's Government. In 2022, there were over 10,000 students enrolled. The university is part of the Double First-Class Construction. History SUSTech was established in 2010. As it did not get the permission from Ministry of Education to admit high school graduates that year, it admitted home educated students, and became the second university to help enhance home-grown talent and innovation, as well as to further develop a culture of tertiary education in China. In the following years though, it admits regular high school graduates just like the other universities as it obtained the needed permission. It is located in the rapidly-growing tech capital city of Shenzhen. Location SUSTech is located on a large campus covering an area of 1,978,980 m2 in the Nanshan District of Shenzhen. The campus is a mix of m ...
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Russell C
Russell may refer to: People * Russell (given name) * Russell (surname) * Lady Russell (other) * Lord Russell (other) ** Bertrand Russell *Justice Russell (other) Places *Russell Island (other) *Mount Russell (other) Australia *Russell, Australian Capital Territory *Russell Island, Queensland (other) **Russell Island (Moreton Bay) **Russell Island (Frankland Islands) *Russell Falls, Tasmania *A former name of Westerway, Tasmania Canada *Russell, Ontario, a township in Ontario *Russell, Ontario (community), a town in the township mentioned above. *Russell (Ontario federal electoral district), which existed from 1867 to 1968 *Russell, Manitoba *Russell Island (Nunavut) New Zealand *Russell, New Zealand, formerly Kororareka *Okiato or Old Russell, the first capital of New Zealand Solomon Islands *Russell Islands United States *Russell, Arkansas *Russell City, California, formerly Russell *Russell, Colorado *Russell, Georg ...
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Swarm Intelligence
Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems. Swarm intelligence systems consist typically of a population of simple agents or boids interacting locally with one another and with their environment.Hu, J.; Turgut, A.; Krajnik, T.; Lennox, B.; Arvin, F.,Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks IEEE Transactions on Cognitive and Developmental Systems, 2020. The inspiration often comes from nature, especially biological systems. The agents follow very simple rules, and although there is no centralized control structure dictating how individual agents should behave, local, and to a certain degree random, interactions between such agents lead to the emergence of "intelligent" global behavior, unkno ...
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Brain Storm Optimization
The brain storm optimization algorithm is a heuristic algorithm that focuses on solving multi-modal problems, such as radio antennas design worked on by Yahya Rahmat-Samii, inspired by the brainstorming process, proposed by Dr. Yuhui Shi. More than 200 papers related to BSO algorithms have appeared in various journals and conferences. There have also been special issues and special sessions on Brain Storm Optimization algorithm in journals and various conferences, such as Memetic Computing Journal. There are a number of variants of the algorithms as well, such as Hypo Variance Brain Storm Optimization, where the object function evaluation is based on the hypo or sub variance rather than Gaussian variance, and Global-best Brain Storm Optimization, where the global-best incorporates a re-initialization scheme that is triggered by the current state of the population, combined with per-variable updates and fitness-based grouping. Carleton University researchers proposed another vari ...
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