The team proposed a new local search method for solving pseudo-Boolean optimization problem. Based on the work of LS-PBO, they presented two new components including a new initial solution ...

J. A. Bennell, C. N. Potts, J. D. Whitehead, Local Search Algorithms for the Min-Max Loop Layout Problem, The Journal of the Operational Research Society, Vol. 53, No ...

Olli Bräysy, Michel Gendreau, Vehicle Routing Problem with Time Windows, Part I: Route Construction and Local Search Algorithms, Transportation Science, Vol. 39, No. 1 (February 2005), pp. 104-118 ...

The problem is that SGD is susceptible to local minimums and maximums. For that reason, DL systems are considered inappropriate for more complex and generalized optimization problems.