Solving stochastic programming problems using modified differential evolution algorithms

Solving stochastic programming problems using modified differential evolution algorithms

Stochastic (or probabilistic) programming (SP) is an optimization technique in which the constraints and/or the objective function of an optimization problem contain random variables. The mathematical models of these problems may follow any particular probability distribution for model coefficients. The objective here is to determine the proper values for model parameters influenced by random e...

Solving Multi Objective Stochastic Programming Problems Using Differential Evolution

Stochastic (or probabilistic) programming is an optimization technique in which the constraints and/or the objective function of an optimization problem contains random variables. The mathematical models of these problems may follow any particular probability distribution for model coefficients. The objective here is to determine the proper values for model parameters influenced by random event...

Integrating Differential Evolution Algorithm with Modified Hybrid GA for Solving Nonlinear Optimal Control Problems

‎Here‎, ‎we give a two phases algorithm based on integrating differential evolution (DE) algorithm with modified hybrid genetic algorithm (MHGA) for solving the associated nonlinear programming problem of a nonlinear optimal control problem‎. ‎In the first phase‎, ‎DE starts with a completely random initial population where each individual‎, ‎or solution‎...

Dynamic Programming Algorithms for Solving Stochastic Discrete Control Problems

The stochastic versions of classical discrete optimal control problems are formulated and studied. Approaches for solving the stochastic versions of optimal control problems based on concept of Markov processes and dynamic programming are suggested. Algorithms for solving the problems on stochastic networks using such approaches and time-expended network method are proposed. Mathematics subject...

Fuzzy Primal Simplex Algorithms for Solving Fuzzy Linear Programming Problems