Proposer<\/p>\n
Prof. Sa\u00fal Zapotecas-Mat\u00ednez, Diego Oliva and Abel Garc\u00eda N\u00e1jera<\/p>\n
Workshop Code<\/p>\n
Please use the following code when submitting your paper to this Workshop: W9-SWARM<\/strong><\/p>\n Abstract<\/p>\n Swarm Intelligence and Evolutionary Computation are two critical areas within Artificial Intelligence that focus on solving optimization problems. Swarm Intelligence draws inspiration from the collective behaviors observed in nature, such as bird flocks or fish schools. This approach has led to algorithms such as Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO), which solve problems by leveraging simple interactions among individuals. On the other hand, Evolutionary Computation mimics the principles of natural selection and genetics by evolving populations of candidate solutions through mechanisms such as selection, crossover, and mutation. Popular algorithms in this category include Genetic Algorithms (GA) and Evolution Strategies (ES). Both methodologies are widely applied across fields like optimization, machine learning, and robotics, where they explore complex solution spaces by leveraging nature-inspired processes.<\/p>\n Scope and Aims<\/p>\n The workshop will explore the dynamic field of Swarm Intelligence and Evolutionary Computation, focusing on their theoretical foundations, recent algorithmic advancements, and practical applications. A broad range of topics will be discussed, including but not limited to:<\/p>\n Given the diverse range of topics in swarm and evolutionary algorithms, the proposed workshop aims to:<\/p>\n Content and Objectives<\/p>\n The workshop will cover various topics and activities, focusing on examining the latest advancements in Swarm Intelligence and Evolutionary Computation. The program will feature:<\/p>\n In this regard, the primary objectives of the workshop are to:<\/p>\n Proposer Prof. Sa\u00fal Zapotecas-Mat\u00ednez, Diego Oliva and Abel Garc\u00eda N\u00e1jera Workshop Code Please use the following code when submitting your paper to this Workshop: W9-SWARM Abstract Swarm Intelligence and Evolutionary Computation are two critical areas within Artificial Intelligence that focus on solving optimization problems. Swarm Intelligence draws inspiration from the collective behaviors observed in nature,…<\/p>\n","protected":false},"author":2627,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-261","page","type-page","status-publish","hentry"],"yoast_head":"\n\n
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\nSwarm Intelligence and Evolutionary Computation, offering insights into both
\nfundamental principles and innovative applications.<\/li>\n
\namong researchers, practitioners, and students to foster innovation and joint projects.<\/li>\n
\nfoster new research directions and solutions.<\/li>\n
\nevolutionary methods with other scientific disciplines to solve complex, real-world
\nproblems.<\/li>\n<\/ul>\n\n
\ninformal setting, encouraging feedback and collaboration.<\/li>\n<\/ol>\n\n