We present a tree-search algorithm for two-dimensional cutting problems in which there is a constraint on the maximum number of each type of piece that is to be produced. The algorithm limits the size ...

Jae Sik Lee, Monique Guignard, An Approximate Algorithm for Multidimensional Zero-One Knapsack Problems -- A Parametric Approach, Management Science, Vol. 34, No. 3, Focussed Issue on Heuristics (Mar.

Formulate linear and integer programming problems for solving commonly encountered optimization problems. Understand how approximation algorithms compute solutions that are guaranteed to be within ...

Many researchers in the field of machine learning — especially the connectionists — believe that the deep learning model is the answer to all the problems of AI and consider it a master algorithm.

Today’s problems often have millions or even billions of edges, Kelner pointed out. The new algorithm tests all the paths, or edges, at once.