A tutorial on the cross-entropy method

PT De Boer, DP Kroese, S Mannor… - Annals of operations …, 2005 - Springer
The cross-entropy (CE) method is a new generic approach to combinatorial and multi-
extremal optimization and rare event simulation. The purpose of this tutorial is to give a …

The traveling salesman problem: An overview of exact and approximate algorithms

G Laporte - European Journal of Operational Research, 1992 - Elsevier
The Traveling Salesman Problem: An overview of exact and approximate algorithms Page 1
European Journal of Operational Research 59 (1992) 231-247 231 North-Holland Invited …

[書籍][B] Inventory and production management in supply chains

EA Silver, DF Pyke, DJ Thomas - 2016 - taylorfrancis.com
Authored by a team of experts, the new edition of this bestseller presents practical
techniques for managing inventory and production throughout supply chains. It covers the …

Design and modeling of a crowdsource-enabled system for urban parcel relay and delivery

N Kafle, B Zou, J Lin - Transportation research part B: methodological, 2017 - Elsevier
This paper proposes a crowdsource-enabled system for urban parcel relay and delivery. We
consider cyclists and pedestrians as crowdsources who are close to customers and …

[書籍][B] Probabilistic graphical models: principles and techniques

D Koller, N Friedman - 2009 - books.google.com
A general framework for constructing and using probabilistic models of complex systems that
would enable a computer to use available information for making decisions. Most tasks …

[書籍][B] Tabu search

F Glover, M Laguna - 1998 - Springer
Faced with the challenge of solving hard optimization problems that abound in the real
world, classical methods often encounter great difficulty. Vitally important applications in …

Tabu search—part I

F Glover - ORSA Journal on computing, 1989 - pubsonline.informs.org
This paper presents the fundamental principles underlying tabu search as a strategy for
combinatorial optimization problems. Tabu search has achieved impressive practical …

[書籍][B] The cross-entropy method: a unified approach to combinatorial optimization, Monte-Carlo simulation and machine learning

RY Rubinstein, DP Kroese - 2004 - books.google.com
The cross-entropy (CE) method is one of the most significant developments in stochastic
optimization and simulation in recent years. This book explains in detail how and why the …

Variable neighborhood search: Principles and applications

P Hansen, N Mladenović - European journal of operational research, 2001 - Elsevier
Systematic change of neighborhood within a possibly randomized local search algorithm
yields a simple and effective metaheuristic for combinatorial and global optimization, called …

[書籍][B] Modern methods for business research

GA Marcoulides - 1998 - api.taylorfrancis.com
This volume introduces the latest popular methods for conducting business research. The
goal of each chapter author--a leading authority in a particular subject area--is to provide an …