Optimizations and Programming: Linear, Non-linear, Dynamic, Stochastic and Applications with Matlab 1st edition Abdelkhalak El Hami

Optimizations and Programming: Linear, Non-linear, Dynamic, Stochastic and Applications with Matlab – Ebook Instant Download/Delivery ISBN(s): 9781848219533,1848219539

Product details:

• ISBN-10 ‏ : ‎ 1848219539
• ISBN-13 ‏ : ‎ 978-1848219533
• Author: Abdelkhalak El Hami 

This book is a general presentation of complex systems, examined from the point of view of management. There is no standard formula to govern such systems, nor to effectively understand and respond to them.

The interdisciplinary theory of self-organization is teeming with examples of living systems that can reorganize at a higher level of complexity when confronted with an external challenge of a certain magnitude. Modern businesses, considered as complex systems, ideally know how to flexibly and resiliently adapt to their environment, and also how to prepare for change via self-organization. Understanding sources of potential crisis is essential for leaders, though not all crises are necessarily bad news, as creative firms know how to respond to challenges through innovation: new products and markets, organizational learning for collective intelligence, and more.

Table contents:

Part 1. Programmation 1

Chapter 1. Linear Programming 3

Chapter 2. Integer Programming 41

Chapter 3. Dynamic Programming 65

Chapter 4. Stochastic Programming 93

Part 2. Optimization 127

Chapter 5. Combinatorial Optimization 129

Chapter 6. Unconstrained Nonlinear Programming 161

Chapter 7. Constrained Nonlinear Optimization 193

Appendices 229

Appendix 1. Reminders from Linear Algebra 231

Appendix 2. Reminders about functions from Rⁿ into R 241

Appendix 3. Optimization Toolbox 245

Appendix 4. Software 249

References 253

Index 261

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