ANT COLONY OPTIMIZATION PARAMETER SELECTION FOR SHORTEST PATH PROBLEM

نویسندگان
چکیده

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Analysis of Ant Colony Optimization for Dynamic Shortest Path Problems

iii Preface This thesis was prepared at the department of Informatics and Mathematical Modelling at the Technical University of Denmark in fulfillment of the requirements for acquiring an M.Sc. in Computer Science and Engineering. It was supervised by associate professor Carsten Witt, and assigned a workload of 30 ECTS credits. The thesis examines how nature-inspired algorithms based on the Ant...

متن کامل

Exploring a shortest path problem using an ant colony algorithm

In this paper, we present an ant algorithm applied to a shortest path problem. The algorithm will consider different input parameters in order to see how the results behave. These results will be compared to see if there is a pattern on changing the input parameters.

متن کامل

Solving a unique Shortest Path problem using Ant Colony Optimisation

Ant Colony Optimisation (ACO) has in the past proved suitable to solve many optimisation problems. This research explores the ability of the ACO algorithm to balance two quality metrics (length and cost) in its decision making process. Results are given for a preliminary investigation based on a series of shortest path problems. It is concluded that, for these problems at least, the solution qu...

متن کامل

Finding the Shortest Hamiltonian Path for Iranian Cities Using Hybrid Simulated Annealing and Ant Colony Optimization Algorithms

  The traveling salesman problem is a well-known and important combinatorial optimization problem. The goal of this problem is to find the shortest Hamiltonian path that visits each city in a given list exactly once and then returns to the starting city. In this paper, for the first time, the shortest Hamiltonian path is achieved for 1071 Iranian cities. For solving this large-scale problem, tw...

متن کامل

Ant Colony Optimization Revisited from a Randomized Shortest Path Perspective

In this letter, it is shown that the randomized shortest-path framework (RSP, [15]) provides a theoretical interpretation of a class of ant colony optimization (ACO) algorithms, enjoying some nice properties. According to RSP, ants are sent from some initial node until they either eventually reach the goal node, or abandon and come back unsuccessfully along the same path. During their return tr...

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

ژورنال

عنوان ژورنال: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

سال: 2020

ISSN: 2194-9050

DOI: 10.5194/isprs-annals-v-4-2020-147-2020