Resolution Search and Dynamic Branch-and-Bound

نویسندگان

  • Saïd Hanafi
  • Fred Glover
چکیده

A novel approach to pure 0-1 integer programming problems called Resolution Search has been proposed by Chvatal (l997) as an alternative to implicit enumeration, with a demonstration that the method can yield more effective branching strategies. We show that an earlier method called Dynamic Branch-and-Bound (DB&B), due to Glover and Tangedahl (1976), yields the same branching strategies as Resolution Search, and other strategic alternatives in addition. Moreover, Dynamic B&B is not restricted to pure 0-1 problems, but applies to general mixed integer programs containing both general integer and continuous variables. We provide examples comparing Resolution Search to enhanced variants. We also show the relation of these approaches to Dynamic B&B, suggesting the value of further study of this neglected approach.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures

In this short paper we present a brief exposition of a composite decision process our unifying formulation of search procedures which provides new insights concerning the relationships among heuristic search, dynamic programming and branch and bound procedures.

متن کامل

Mathematical Programming Models for Solving Unequal-Sized Facilities Layout Problems - a Generic Search Method

 This paper present unequal-sized facilities layout solutions generated by a genetic search program named LADEGA (Layout Design using a Genetic Algorithm). The generalized quadratic assignment problem requiring pre-determined distance and material flow matrices as the input data and the continuous plane model employing a dynamic distance measure and a material flow matrix are discussed. Computa...

متن کامل

Generalized resolution search

Difficult discrete optimization problems are often solved using a Branch and Bound approach. Resolution search is an alternate approach proposed by Chvátal for 0-1 problems, allowing more flexibility in the search process. In this paper, we generalize the Resolution Search to any discrete problem.

متن کامل

A branch and bound algorithm to minimize the total weighted number of tardy jobs and delivery costs with late deliveries for a supply chain scheduling problem

In this paper, we study a supply chain scheduling problem that simultaneously considers production scheduling and product delivery.  jobs have to be scheduled on a single machine and delivered to  customers for further processing in batches. The objective is to minimize the sum of the total weighted number of tardy jobs and the delivery costs. In this paper, we present a heuristic algorithm (HA...

متن کامل

Hard Knapsack Problems That Are Easy for Local Search

Chvv atal (1980) describes a class of zero-one knapsack problems provably diicult for branch and bound and dynamic programming algorithms. Chung et al. (1988) identiies a class of integer knapsack problems hard for branch and bound algorithms. We show that for both classes of problems local search provides optimal solutions quickly.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • J. Comb. Optim.

دوره 6  شماره 

صفحات  -

تاریخ انتشار 2002