Super-dimensional triangular optimization method and power resource scheduling optimization system

Abstract

The invention discloses a super-dimensional triangular optimization method and a power resource scheduling optimization system, and the method comprises the steps: carrying out the optimization of an objective function of a power resource scheduling model through employing a super-dimensional triangular crossover algorithm, dividing a particle swarm into a plurality of super-dimensional triangular domains, enabling a worst particle in each super-dimensional triangular domain to learn from the other two particles. The method can enlarge the search range, improve the edge search capability, effectively avoid the search blind area, and greatly shorten the time of the whole optimization process by adopting the grouping learning in the super-dimensional triangular domain mode, and meanwhile, the dimensional crossover operation is adopted for the superior new particles generated by the super-dimensional triangular domain learning, the dimension falling into the local optimum can get rid of chance, so that the whole population gets rid of the local optimum, meanwhile, linkage communication between different super-dimension triangular domains can be well guaranteed, and the diversity of the population is maintained.

Description

technical field [0001] The invention relates to the technical field of power resource scheduling, in particular to a hyper-dimensional triangular optimization method and a power resource scheduling optimization system. Background technique [0002] The economic dispatching problem of the power system is an optimization problem that optimally allocates loads to different units to minimize the fuel consumption of the entire system or the total cost of power generation under the satisfaction of power dispatching requirements and various constraints. Optimization is an important research object in the fields of scientific research, engineering technology and economic management. In the resource allocation of power systems, resource optimization is to solve how to allocate limited resources so that the allocation plan can meet the basic requirements of all aspects and obtain good economic benefits. question of efficiency. [0003] In the field of resource optimization in power s...

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Problems solved by technology

[0004] The present invention provides a super-dimensional triangular optimization method and a power resource scheduling optimization system, which are used to solve the problem that the existing power system resource scheduling optimization algorithm is easy to fall into a local optimum, and the convergence time is long, so it is difficult to provide resources for the power system resource scheduling. Technical Problems of Optimal Strategies

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