Cost Optimization of Structures Fuzzy Logic, Genetic Algorithms, and Parallel Computing

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Cost Optimization of Structures Fuzzy Logic, Genetic Algorithms, and Parallel Computing

PDF Free Download | Cost Optimization of Structures: Fuzzy Logic, Genetic Algorithms, and Parallel Computing by Hojjat Adeli, Kamal C. Sarma Bachelor of Engineering, Master of Structural Engineering

Contents of Cost Optimization of Structures eBook

  • Introduction
  • The Case for Cost Optimization
  • Cost Optimization of Concrete Structures
  • Concrete Beams and Slabs
  • Concrete Columns
  • Concrete Frame Structures
  • Bridge Structures
  • Water Tanks
  • Folded Plates and Shear Walls
  • Concrete Pipes
  • Concrete Tensile Members
  • Cost Optimization Using the Reliability Theory
  • Concluding Comments
  • Cost Optimization of Steel Structures
  • Deterministic Cost Optimization
  • Cost Optimization Using the Reliability Theory
  • Fuzzy Optimization
  • Concluding Comments
  • Evolutionary Computing and the Genetic Algorithm
  • Overview and Basic Operations
  • Coding and Decoding
  • Basic Operations in Genetic Algorithms
  • GA with the Penalty Function Method
  • Problem Formulation for Axial Force (Truss)
  • Structures
  • Genetic Algorithm with the Penalty Function
  • Method
  • Augmented Lagrangian Method
  • GA with the Augmented Lagrangian Method
  • Problem Formulation for Axial Force (Truss)
  • Structures
  • Genetic Algorithm with the Augmented Lagrangian
  • Method
  • Cost Optimization of Composite Floors
  • Introduction
  • Minimum Cost Design of Composite Beams
  • Cost Function
  • Constraints
  • Problem Formulation as a Mixed Integer–Discrete
  • Nonlinear Programming Problem
  • Solution by the Floating-Point Genetic Algorithm
  • Binary Versus Floating-Point GA
  • Crossover Operation for the Floating-Point GA
  • Mutation Operation for the Floating-Point GA
  • Floating-Point GA for Cost Optimization
  • of Composite Floors
  • Solution by the Neural Dynamics Method
  • Counter Propagation Neural (CPN) Network for Function
  • Approximations
  • Examples
  • Example
  • Example
  • Fuzzy Genetic Algorithm for Optimization of Steel Structures
  • Introduction
  • Fuzzy Set Theory and Structural Optimization
  • Minimum Weight Design of Axially Loaded Space
  • Structures
  • Fuzzy Membership Functions
  • Fuzzy Augmented Lagrangian Genetic Algorithm
  • Implementation and Examples
  • Example
  • Example
  • Conclusion
  • Fuzzy Discrete Multi-criteria Cost Optimization of Steel
  • Structures
  • Cost of a Steel Structure
  • Primary Contributing Factors to the Cost of a Steel
  • Structure
  • Fuzzy Discrete Multi-criteria Cost Optimization
  • Membership Functions
  • Membership Function for Minimum Cost
  • Membership Function for Minimum Weight
  • Membership Function for Minimum Number of
  • Section Types
  • Fuzzy Membership Functions for Criteria with Unequal
  • Importance
  • Pareto Optimality
  • Selection of Commercially Available Discrete Shapes
  • Implementation and a Parametric Study
  • Application to High-Rise Steel Structures
  • Example
  • Example
  • Concluding Comments
  • Parallel Computing
  • Multiprocessor Computing Environment
  • Parallel Processing Implementation Environment
  • OpenMP Data Parallel Application Programming
  • Interface (API)
  • Message Passing Interface (MPI)
  • Performance Optimization of Parallel Programs
  • Parallel Fuzzy Genetic Algorithms for Cost Optimization of
  • Large Steel Structures
  • Genetic Algorithm and Parallel Processing
  • Cost Optimization of Moment-Resisting Steel Space
  • Structures
  • Data Parallel Fuzzy Genetic Algorithm for Optimization
  • of Steel Structures Using OpenMP
  • Distributed Parallel Fuzzy Genetic Algorithm for
  • Optimization of Steel Structures Using MPI
  • Processor Farming Scheme
  • Migration Scheme
  • Bilevel Parallel Fuzzy GA for Optimization of Steel
  • Structures Using OpenMP and MPI
  • Bilevel Parallel Fuzzy GA with the Processor
  • Farming Scheme
  • Bilevel Parallel Fuzzy GA with the Migration Scheme
  • Application to High-Rise Building Steel Structures
  • Example
  • Example
  • Parallel Processing Performance Evaluation
  • Data Parallel Fuzzy GA Using OpenMP
  • Distributed Parallel Fuzzy GA Using MPI
  • Bilevel Parallel Fuzzy GA Using OpenMP and MPI
  • Concluding Comments
  • Life-Cycle Cost Optimization of Steel Structures
  • Introduction
  • Life-Cycle Cost of a Steel Structure and the Primary
  • Contributing Factors
  • Formulation of the Total Life-Cycle Cost
  • Fuzzy Discrete Multi-criteria Life-Cycle Cost Optimization
  • Application to a High-Rise Building Steel Structure

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