Construction Scheduling, Cost Optimization and Management.
- 作者: Adeli, Hojjat.
- 其他作者: Karim, Asim.
- 出版: London : CRC Press 2014.
- 稽核項: 1 online resource (178 pages).
- 標題: Construction industry , Construction industry Management. , Management. , Electronic books.
- ISBN: 1482267683 , 9781482267686
- 試查全文@TNUA:
- 附註: BOOK COVER; TITLE; COPYRIGHT; DEDICATION; CONTENTS; PREFACE; ACKNOWLEDGMENT; ABOUT THE AUTHORS ; 1 INTRODUCTION ; 2 OVERVIEW OF NEURAL NETWORKS IN CIVIL ENGINEERING ; 2.1 INTRODUCTION; 2.2 CONSTRUCTION ENGINEERING; 2.2.1 Construction Scheduling and Management; 2.2.2 Construction Cost Estimation; 2.2.3 Resource Allocation and Scheduling; 2.2.4 Construction Litigation; 2.2.5 Other Applications of BP and Other Neural Network Models in Construction Engineering and Management; 2.3 STRUCTURAL ENGINEERING; 2.3.1 Pattern Recognition and Machine Learning in Structural Analysis and Design. 2.3.2 Design Automation and Optimization2.3.3 Structural System Identification; 2.3.4 Structural Condition Assessment and Monitoring; 2.3.5 Structural Control; 2.3.6 Finite Element Mesh Generation; 2.3.7 Structural Material Characterization and Modeling; 2.3.8 Parallel Neural Network Algorithms for Large-Scale Problems; 2.4 ENVIRONMENTAL AND WATER RESOURCES ENGINEERING; 2.5 TRAFFIC ENGINEERING; 2.6 HIGHWAY ENGINEERING; 2.7 GEOTECHNICAL ENGINEERING; 2.8 SHORTCOMINGS OF THE BP ALGORITHM AND OTHER RECENT APPROACHES; 2.8.1 Shortcomings of the BP Algorithm. 2.8.2 Adaptive Conjugate Gradient Neural Network Algorithm2.8.3 Radial Basis Function Neural Networks; 2.8.4 Other Approaches; 2.9 INTEGRATING NEURAL NETWORK WITH OTHER COMPUTING PARADIGMS; 2.9.1 Genetic Algorithms; 2.9.2 Fuzzy Logic; 2.9.3 Wavelets; 3 NEURAL DYNAMICS MODEL AND ITS APPLICATION TO ENGINEERING DESIGN OPTIMIZATION ; 3.1 INTRODUCTION; 3.2 COLD-FORMED STEEL DESIGN OPTIMIZATION; 3.3 MINIMUM WEIGHT DESIGN OF COLD-FORMED STEEL BEAMS; 3.3.1 Bending Strength Constraint; 3.3.2 Shear Strength Constraint; 3.3.3 Constraint on Combined Bending and Shear Strength. 3.3.4 Constraint on Web Crippling Strength3.3.5 Constraint on Combined Web Crippling and Bending Strength; 3.3.6 Deflection Constraint; 3.3.7 Constraint on Flange Curling; 3.3.8 Local Buckling Constraints; 3.4 NEURAL DYNAMICS OPTIMIZATION MODEL; 3.5 NEURAL DYNAMICS MODEL FOR OPTIMIZATION OF COLD-FORMED STEEL BEAMS; 3.6 APPLICATION OF THE MODEL; 3.6.1 Example 1; 3.6.2 Example 2; 3.6.3 Example 3; 3.7 GLOBAL OPTIMUM DESIGN CURVES FOR HAT-SHAPED BEAMS; 3.7.1 Parametric Studies and Search for Global Optima; 3.7.2 Design Curves for Hat-Shapes; 3.8 CONCLUDING REMARKS. 4 PROJECT PLANNING AND MANAGEMENT AND CPM 4.1 INTRODUCTION; 4.2 WHAT IS A PROJECT?; 4.2.1 Definition; 4.2.2 Life Cycle; 4.2.3 Participants; 4.2.4 Attributes of a Project; 4.2.5 States of a Project; 4.2.6 Project Time and Cost; 4.3 PROJECT PLANNING AND MANAGEMENT; 4.3.1 Introduction; 4.3.2 Component Models; Time and Cost Estimation ; Scheduling; Cost Management ; Progress Monitoring ; Change Order Management ; 4.4 ELEMENTS OF PROJECT SCHEDULING; 4.4.1 Tasks; 4.4.2 Work Breakdown Structure; 4.4.3 Scheduling Constraints; Logic Constraints ; Absolute Constraints ; Buffer Constraints. 4.5 graphical display of schedules.
- 摘要: 1. Review of Construction Scheduling and Management Methods. 2. Neural Dynamics Model of Adeli and Park and its Application to Engineering Design. 3. A General Mathematical Formulation for Scheduling of Construction Projects with Construction Cost Optimization. 4. Solution of Construction Scheduling and Cost Optimization with Neural Dynamics. 5. An Object-Oriented Information Model for Construction Project Management. 6. CONSCOM: An Object-Orient Construction Scheduling and Change Management System. 7. Integrated Management Environment and User Interface. 8. Regularization Neural Network for C.
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