Solving Multivariate Nonlinear Optimization Models
Solving multivariate nonlinear optimization models with m-file implementation for constraint definitions
MATLAB Optimization Using Complex Method Algorithm
A MATLAB implementation of the Complex Method optimization algorithm for solving constrained nonlinear programming problems, featuring advanced constraint handling and visualization tools.
UAV Path Planning
UAV path planning involves finding optimal or feasible routes from starting points to target destinations under specific constraints while meeting performance indicators. The core challenge is solving multi-objective optimization problems with multiple constraints. Developing routes that satisfy mission requirements, navigation constraints, and safety standards significantly enhances UAV weapon system performance. This research summarizes UAV path planning frameworks, investigates static global planning and dynamic local planning methodologies, analyzes commonly used planning algorithms, and provides future research directions with implementation considerations.
Optimizing Single Reservoir Operation Using Particle Swarm Algorithm
Solving single reservoir optimization scheduling with particle swarm algorithm - just modify corresponding constraint parameters to perform optimization calculations with adaptive constraint handling and population-based search capabilities
Implementation of Ant Colony Optimization Algorithm
This approach applies the Ant Colony Optimization algorithm to solve constrained optimization problems, extending the foundational algorithm with constraint-handling mechanisms through pheromone matrix modifications and penalty function integration.
Excellent Genetic Algorithm Reference for Constrained Function Optimization
A high-quality genetic algorithm reference implementation designed for optimizing functions with constraints, featuring robust constraint-handling mechanisms and adaptive evolutionary operators.
Optimization Design with Constrained Penalty Function Method
Programming Implementation of Penalty Function Method for Constrained Optimization Design
Filter Design with Constraint Conditions
Filter Design for Linear Systems with State Constraints
Optimizing Cascade Reservoir Operation Using Artificial Fish Swarm Algorithm
Implementation of Artificial Fish Swarm Algorithm for Cascade Reservoir Optimization Scheduling with Code Integration