Heat supply scheduling optimization method based on spider swarm intelligence algorithm
An optimization method, spider technology, applied in computing, computing models, data processing applications, etc., can solve problems such as energy waste and inability to accurately grasp the relationship between heat supply and demand
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[0034] The present invention proposes a spider swarm optimization algorithm based on a dynamic learning strategy (Supply Heat based on Spider Swarm algorithm for short SHSS), and its specific implementation mainly includes three aspects: proposing a dynamic learning strategy, dynamically adjusting learning factors, and effectively balancing the search ability of the algorithm and exploration capabilities; a vibration model of the public communication network is proposed for the communication of individual spiders in the network; the algorithm is applied to solve the high-dimensional multi-constraint heating operation scheduling problem.
[0035] This algorithm simulates the movement rules of spider clusters to realize the optimization process, and regards the entire search space as the spider web to which the spiders move. The position of the spider corresponds to the possible solution of the optimization problem, and the corresponding weight corresponds to the fitness value for...
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