Sunday, May 24, 2015

Python Books / Videos on Algorithms and Math

Below is a list of references on Python that are related to algorithms or mathematics. The hope is to save others some leg work. For a complete list of Python books and videos, click here.
  1. Algorithms & Data Structures in Python by S Jagannathan, N Sinenian
    1. Amazon
    2. Annotated Algorithms in Python by M Di Pierro
      1. Amazon
      2. Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference by C Davidson-Pilon
        1. Amazon
          1. GitHub.Com
            1. GitHub.Io
              1. Google
                1. Nav4BioInfo
                  1. Pearson
                    1. Safari Books Online
                    2. Building Machine Learning Systems with Python by W Richert, L Pedro Coelho
                      1. Amazon
                      2. Building Probabilistic Graphical Models with Python by K R Karkera
                        1. Amazon
                        2. Computational Physics by M Newman
                          1. Amazon
                          2. Data Structure and Algorithmic Thinking with Python by N Karumanchi
                            1. Amazon
                            2. Data Structures and Algorithms Using Python by R D Necaise
                              1. Amazon
                              2. Data Structures and Algorithms: Using Python and C++ by D M Reed, J Zelle
                                1. Amazon
                                2. Data Structures and Algorithms in Python by M T Goodrich, R Tamassia, ...
                                  1. Amazon
                                  2. Data Structures and Algorithms with Python by K D Lee, S Hubbard
                                    1. Amazon
                                    2. Doing Math with Python by Amit Saha
                                      1. Amazon
                                      2. Equilibrium Statistical Physics: with Computer simulations in Python by Leonard M. Sander
                                        1. Amazon
                                        2. Image Processing and Acquisition using Python by R Chityala, S Pudipeddi
                                          1. Amazon
                                          2. Introduction to Machine Learning with Python by S Guido
                                            1. O'Reilly
                                            2. Introduction to Numerical Programming: A Practical Guide for Scientists and Engineers Using Python and C/C++ by T A Beu
                                              1. Amazon
                                              2. Learning scikit-learn: Machine Learning in Python by R Garreta, G Moncecchi
                                                1. Amazon
                                                2. Machine Learning in Python: Essential Techniques for Predictive Analysis by M Bowles
                                                  1. Amazon
                                                  2. Marketing Data Science: Modeling Techniques in Predictive Analytics with R and Python by T W Miller
                                                    1. Amazon
                                                    2. Mathematics and Python Programming by J C Bautista
                                                      1. Amazon
                                                      2. Mathematics for the Digital Age and Programming in Python by M Litvin, G Litvin
                                                        1. Amazon
                                                        2. Modeling Techniques in Predictive Analytics with Python and R by T W Miller
                                                          1. Amazon
                                                          2. Numerical Methods in Engineering with Python by J Kiusalaas
                                                            1. Amazon (Python 2)
                                                              1. Amazon (Python 3)
                                                              2. OpenCV Computer Vision with Python by J Howse
                                                                1. Amazon
                                                                2. Parallel Programming with Python by J Palach
                                                                  1. Amazon
                                                                  2. Primer on Scientific Programming with Python by H P Langtangen
                                                                    1. Amazon
                                                                    2. Problem Solving with Algorithms and Data Structures Using Python by B N Miller, D L Ranum
                                                                      1. Edition: 2
                                                                        1. Amazon
                                                                      2. Programming and Mathematical Thinking: A Gentle Introduction to Discrete Math Featuring Python by A M Stavely
                                                                        1. Amazon
                                                                        2. Programming Computer Vision with Python: Tools and algorithms for analyzing images by J E Solem
                                                                          1. Amazon
                                                                          2. Python Algorithms: Mastering Basic Algorithms in the Python Language by M L Hetland
                                                                            1. Amazon
                                                                            2. Python for Signal Processing: Featuring IPython Notebooks by J Unpingco
                                                                              1. Amazon
                                                                              2. Python for Scientists by John M. Stewart
                                                                                1. Amazon
                                                                                2. Python Scripting for Computational Science by H P Langtangen
                                                                                  1. Amazon
                                                                                  2. Scientific Computation: Python Hacking for for Math Junkies by B E Shapiro
                                                                                    1. Amazon
                                                                                    2. Statistics, Data Mining, and Machine Learning in Astronomy by Z Ivezic, A Connolly, ...
                                                                                      1. Amazon
                                                                                      2. Think DSP - Digital Signal Processing in Python by A B Downey
                                                                                        1. Green Tea Press
                                                                                      Posted by at 1 comment:

                                                                                      Saturday, May 16, 2015

                                                                                      Regular Expressions

                                                                                      Below is a list of references related to regular expressions. The hope is to save others some leg work.
                                                                                      1. Books
                                                                                        1. Automate the Boring Stuff with Python - Practical Programming for Total Beginners by Albert Sweigart
                                                                                          1. O'Reilly
                                                                                            1. Part II. Automating Tasks
                                                                                              1. Chapter 6: Pattern Matching with Regular Expressions
                                                                                                1. Managing Complex Regexes
                                                                                            2. Beginning Regular Expressions by Andrew Watt
                                                                                              1. O'Reilly
                                                                                              2. Introducing Regular Expressions - Unraveling regular expressions, step - by - step by Michael Fitzgerald
                                                                                                1. O'Reilly
                                                                                                2. Mastering Python Regular Expressions by Felix Lopez, Victor Romero
                                                                                                  1. O'Reilly
                                                                                                  2. Mastering Regular Expressions - Understand Your Data and Be More Productive by Jeffrey E.F. Friedl
                                                                                                    1. Edition: 3
                                                                                                      1. O'Reilly
                                                                                                    2. Oracle Regular Expressions Pocket Reference by Jonathan Gennick, Peter Linsley
                                                                                                      1. O'Reilly
                                                                                                      2. Regular Expression Pocket Reference - Regular Expressions for Perl, Ruby, PHP, Python, C, Java and .NET by Tony Stubblebine
                                                                                                        1. Edition: 2
                                                                                                          1. O'Reilly
                                                                                                        2. Regular Expressions Cookbook - Detailed Solutions in Eight Programming Languages by Jan Goyvaerts, Steven Levithan
                                                                                                          1. Edition: 1
                                                                                                            1. O'Reilly
                                                                                                            2. Edition: 2
                                                                                                              1. O'Reilly
                                                                                                          2. Videos
                                                                                                            1. Learning Regular Expressions by Mike McMillan
                                                                                                              1. O'Reilly
                                                                                                          3. RegExr.Com (GitHub.Com): An online, real-time regular expression sandbox tool that lets you visually tweak, undo, redo, save, and share directly in the browser by Grant Skinner (Twitter.Com).
                                                                                                          Posted by at No comments:

                                                                                                          Saturday, May 9, 2015

                                                                                                          Newsvendor Problem / Newsboy Problem

                                                                                                          Below is a list of references related to newsvendor problem / newsboy problem. The hope is to save others some leg work.
                                                                                                          1. Books
                                                                                                            1. Building Intuition - Insights From Basic Operations Management Models and Principles Editors: Dilip Chhajed, Timothy J. Lowe (2008)
                                                                                                              1. Chapter 7: The Newsvendor Problem by Evan L. Porteus
                                                                                                                1. Springer.Com
                                                                                                                2. Handbook of Newsvendor Problems - Models, Extensions and Applications - Editors: Choi, Tsan-Ming (Jason) (Ed.) (2012)
                                                                                                                  1. Springer.Com
                                                                                                                  2. Perishable Inventory Systems - Authors: Nahmias, Steven (2011)
                                                                                                                    1. The book’s ten chapters first cover the preliminaries of periodic review versus continuous review and look at a one-period newsvendor perishable inventory model.
                                                                                                                      1. Springer.Com
                                                                                                                      2. Inventory Management and Production Planning and Scheduling (1998)
                                                                                                                        1. Amazon
                                                                                                                        2. Management Science: An Introduction to the Use of Decision Models by Kenneth R. Baker, Dean H. Kropp (1985)
                                                                                                                          1. Amazon
                                                                                                                          2. Principles of Sequencing and Scheduling by Kenneth R. Baker, Dan Trietsch
                                                                                                                            1. Amazon
                                                                                                                              1. Tuck.Dartmouth.Edu
                                                                                                                                1. Wiley.Com
                                                                                                                              2. Videos
                                                                                                                                1. Newsvendor Problem 1 by Piyush Shah (2014)
                                                                                                                                  1. YouTube
                                                                                                                                2. Articles
                                                                                                                                  1. Analysis of the multi-product newsboy problem with a budget constraint by Layek L. Abdel-Malek, Roberto Montanari (2005)
                                                                                                                                    1. ScienceDirect.Com
                                                                                                                                    2. Benchmark solution for the risk-averse newsvendor problem by Baruch Keren, Joseph S. Pliskin - European Journal of Operational Research (2006)
                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                      2. Binary solution method for the multi-product newsboy problem with budget constraint by Bin Zhang, Xiaoyan Xu, Zhongsheng Hua (2009)
                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                        2. Capacitated newsboy problem with random yield: The Gardener Problem by Layek Abdel-Malek, Roberto Montanari, Diego Meneghetti (2008)
                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                          2. Channel coordination in supply chains with agents having mean-variance objectives by Tsan-Ming Choi, Duan Li, Houmin Yan, Chun-Hung Chiu (2008)
                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                            2. Competitive multiple-product newsboy problem with partial product substitution by Di Huang, Hong Zhou, Qiu-Hong Zhao (2011)
                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                              2. Comprehensive Analysis of the Newsvendor - Model with Unreliable Supply by Yacine Rekik, Evren Sahin, Yves Dallery (2009)
                                                                                                                                                1. HAL Archive
                                                                                                                                                2. Distribution-free newsboy problem with resalable returns by Julien Mostard, René de Koster, Ruud Teunterc (2005)
                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                  2. Distribution-free newsboy problem: Extensions to the shortage penalty case by Hesham K. Alfares, Hassan H. Elmorra (2005)
                                                                                                                                                    1. ScienceDirect.Com
                                                                                                                                                    2. Encyclopedia of Operations Research and Management Science
                                                                                                                                                      1. Newsvendor Problem - 2013 - page 1051
                                                                                                                                                        1. Newsvendor Problem - 2001 - page 571
                                                                                                                                                        2. Exact, approximate, and generic iterative models for the multi-product Newsboy problem with budget constraint by Layek Abdel-Malek, Roberto Montanari, Libia Cristina Morales (2004)
                                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                                          2. Extended newsboy problem with shortage-level constraints by M.S. Chen, C. C. Chuang (2000)
                                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                                            2. Fuzzy models for the newsboy problem by Dobrila Petrović, Radivoj Petrović, b, Mirko Vujošević (1996)
                                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                                              2. Fuzzy multi-product constraint newsboy problem by Zhen Shao, Xiaoyu Ji (2006)
                                                                                                                                                                1. ScienceDirect.Com
                                                                                                                                                                2. Fuzzy newsvendor approach to supply chain coordination by Kwangyeol Ryu, Enver Yücesan (2010)
                                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                                  2. IE324 Simulation course - Newsvendor Problem by Kagan Gokbayrak
                                                                                                                                                                    1. To go to the newsvendor spreadsheet, click here
                                                                                                                                                                    2. Impact of loss aversion on the newsvendor game with product substitution by Wei Liu, Shiji Song, Cheng Wu (2013)
                                                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                                                      2. Loss-averse newsvendor game by Charles X. Wang - International Journal of Production Economics (2010)
                                                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                                                        2. Loss-averse newsvendor problem by Charles X. Wang, Scott Webster (2009)
                                                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                                                          2. Mean-Variance Newsvendor Model with a Background Risk by Jiang-feng Li, Qiong Wu (2015)
                                                                                                                                                                            1. Springer.Com
                                                                                                                                                                              1. This paper examines the effects of an additive background risk on the optimal order quantity of a risk-averse newsvendor with Mean-Variance utility.
                                                                                                                                                                            2. Mean–variance analysis of the newsvendor model with stockout cost by Jun Wu, Jian Li, Shouyang Wang, T.C.E. Cheng (2009)
                                                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                                                              2. Model and algorithm for bilevel newsboy problem with fuzzy demands and discounts by Xiaoyu Ji, Zhen Shao (2006)
                                                                                                                                                                                1. ScienceDirect.Com
                                                                                                                                                                                2. Multi-period newsboy problem by Keisuke Matsuyama - European Journal of Operational Research (2006)
                                                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                                                  2. Multi-product budget-constrained acquisition and pricing with uncertain demand and supplier quantity discounts by Jianmai Shi, Guoqing Zhang (2010)
                                                                                                                                                                                    1. ScienceDirect.Com
                                                                                                                                                                                      1. We consider the joint acquisition and pricing problem where the retailer sells multiple products with uncertain demands and the suppliers provide all unit quantity discounts. The problem is to determine the optimal acquisition quantities and selling prices so as to maximize the retailer’s expected profit, subject to a budget constraint. This is the first extension to consider supplier discounts in the constrained multi-product newsvendor pricing problem. We establish a mixed integer nonlinear programming (MINLP) model to formulate the problem, and develop a Lagrangian-based solution approach. Computational results for the test problems involving up to thousand products are reported, which show that the proposed approach can obtain high quality solutions in a very short time.
                                                                                                                                                                                    2. Multi-product constrained newsboy problem with progressive multiple discounts by Moutaz Khouja, Abraham Mehrez (1996)
                                                                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                                                                      2. Multi-product multi-constraint newsboy problem: Applications, formulation and solution by Hon-Shiang Lau, Amy Hing-Ling Lau (1995)
                                                                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                                                                        2. Multi-product newsboy problem with limited capacity and outsourcing by Bin Zhang, Shaofu Du (2010)
                                                                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                                                                          2. Multi-product newsboy problem with supplier quantity discounts and a budget constraint by Guoqing Zhang (2010)
                                                                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                                                                            2. Multi-product newsboy problem with two constraints by Layek L. Abdel-Malek, Roberto Montanari (2005)
                                                                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                                                                              2. Multi-stage newsboy problem: A dynamic model - Konstantin Kogan, Sheldon Lou (2003)
                                                                                                                                                                                                1. ScienceDirect.Com
                                                                                                                                                                                                2. Multiple-item budget-constraint newsboy problem with a reservation policy by Liang-Hsuan Chen, Ying-Che Chen (2010)
                                                                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                                                                  2. Newsboy problem under progressive multiple discounts by Moutaz Khouja - European Journal of Operational Research (1995)
                                                                                                                                                                                                    1. ScienceDirect.Com
                                                                                                                                                                                                    2. Newsboy problem with a simple reservation arrangement by Liang-Hsuan Chen, Ying-Che Chen (2009)
                                                                                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                                                                                      2. Newsboy problem with reactive production by Chia-Shin Chung, James Flynn (2001)
                                                                                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                                                                                        2. Newsboy problem with resalable returns: A single period model and case study by Julien Mostard, Ruud Teunter (2006)
                                                                                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                                                                                          2. Newsstand problem: A capacitated multiple-product single-period inventory problem by Hon-Shiang Lau, Amy Hing-Ling Lau (1996)
                                                                                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                                                                                            2. Newsvendor problem: Review and directions for future research by Yan Qin, Ruoxuan Wang, Asoo J. Vakharia, Yuwen Chen, Michelle M.H. Seref (2011)
                                                                                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                                                                                              2. Newsvendor Problems by Hayriye Ayhan, Jim Dai, Joe Wu (2003)
                                                                                                                                                                                                                1. Georgia Tech
                                                                                                                                                                                                                2. Newsvendor solutions via conditional value-at-risk minimization by Jun-ya Gotoh, , Yuichi Takano (2007)
                                                                                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                                                                                  2. Optimal feeding buffers for projects or batch supply chains by an exact generalization of the newsvendor model by Trietsch, Dan (2006)
                                                                                                                                                                                                                    1. Taylor Francis Online
                                                                                                                                                                                                                    2. Portfolio approach to multi-product newsboy problem with budget constraint by Bin Zhang, Zhongsheng Hua (2010)
                                                                                                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                                                                                                      2. Quadratic programming approach to the multi-product newsvendor problem with side constraints by Layek L. Abdel-Malek, Nathapol Areeratchakul (2007)
                                                                                                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                                                                                                        2. Reordering strategies for a newsboy - type product by Hon-Shiang Lau, Amy Hing-Ling Lau (1997)
                                                                                                                                                                                                                          1. ScienceDirect.Com
                                                                                                                                                                                                                          2. Robust multi-item newsboy models with a budget constraint by George L Vairaktarakis (2000)
                                                                                                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                                                                                                            2. Simple formulas for the expected costs in the newsboy problem: An educational note by Hon-Shiang Lau (1997)
                                                                                                                                                                                                                              1. ScienceDirect.Com
                                                                                                                                                                                                                              2. Single-item newsboy problem with dual performance measures and quantity discounts by Chen-Sin Lin, Dennis E. Kroll (1997)
                                                                                                                                                                                                                                1. ScienceDirect.Com
                                                                                                                                                                                                                                2. Single-period (news-vendor) problem: literature review and suggestions for future research by Moutaz Khouja (1999)
                                                                                                                                                                                                                                  1. ScienceDirect.Com
                                                                                                                                                                                                                                  2. Supply chain coordination with manufacturer's limited reserve capacity: An extended newsboy problem by Jianli Li, Liwen Liu (2008)
                                                                                                                                                                                                                                    1. ScienceDirect.Com
                                                                                                                                                                                                                                    2. Two-item newsboy problem with substitutability by Moutaz Khouja, Abraham Mehrez, Gad Rabinowitz (1996)
                                                                                                                                                                                                                                      1. ScienceDirect.Com
                                                                                                                                                                                                                                      2. Using separable programming to solve the multi-product multiple ex-ante constraint newsvendor problem and extensions by Julie A. Niederhoff (2007)
                                                                                                                                                                                                                                        1. ScienceDirect.Com
                                                                                                                                                                                                                                        2. Wikipedia: Newsvendor model
                                                                                                                                                                                                                                          1. Would a risk-averse newsvendor order less at a higher selling price? by Charles X. Wang, Scott Webster, Nallan C. Suresha (2009)
                                                                                                                                                                                                                                            1. ScienceDirect.Com
                                                                                                                                                                                                                                        Posted by at 2 comments:
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