Multi-atomic Annealing Heuristic for Static Dial-a-ride Problem

06/29/2018
by   Song Guang Ho, et al.
0

Dial-a-ride problem (DARP) deals with the transportation of users between pickup and drop-off locations associated with specified time windows. This paper proposes a novel algorithm called multi-atomic annealing (MATA) to solve static dial-a-ride problem. Two new local search operators (burn and reform), a new construction heuristic and two request sequencing mechanisms (Sorted List and Random List) are developed. Computational experiments conducted on various standard DARP test instances prove that MATA is an expeditious meta-heuristic in contrast to other existing methods. In all experiments, MATA demonstrates the capability to obtain high quality solutions, faster convergence, and quicker attainment of a first feasible solution. It is observed that MATA attains a first feasible solution 29.8 to 65.1 solution that is 3.9 to 5.2 60 sec.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/25/2020

A Simulated Annealing Algorithm for Joint Stratification and Sample Allocation Designs

This study combined simulated annealing with delta evaluation to solve t...
research
01/25/2018

An Improved Tabu Search Heuristic for Static Dial-A-Ride Problem

Multi-vehicle routing has become increasingly important with the rapid d...
research
01/25/2018

Improved Tabu Search Heuristics for Static Dial-A-Ride Problem: Faster and Better Convergence

Multi-vehicle routing has become increasingly important with the rapid d...
research
01/25/2018

An Improved Tabu Search Heuristics for Static Dial-A-Ride Problem

Multi-vehicle routing has become increasingly important with the rapid d...
research
10/17/2022

Search-Based Path Planning Algorithm for Autonomous Parking:Multi-Heuristic Hybrid A*

This paper proposed a novel method for autonomous parking. Autonomous pa...
research
01/12/2023

Heuristic for Diverse Kemeny Rank Aggregation based on Quantum Annealing

The Kemeny Rank Aggregation (KRA) problem is a well-studied problem in t...
research
11/24/2012

Obesity Heuristic, New Way On Artificial Immune Systems

There is a need for new metaphors from immunology to flourish the applic...

Please sign up or login with your details

Forgot password? Click here to reset