Heuristic approaches - PowerPoint PPT Presentation


How Does Antivirus Software Detect and Remove Malware?

In this PDF, We learn how antivirus software detects and removes malware through signature-based detection, heuristic analysis, behavioural monitoring, and sandboxing. VRS Technologies LLC offers the most strategic services of Antivirus installation Dubai. For More info Contact us: 056-7029840.

1 views • 2 slides


Course Overview: Heuristics and Metaheuristics in Operations Research

Explore the practical issues, methods of assessment, recommended textbooks, course catalogue description, aims, and objectives of the course taught by Asst. Prof. Dr. Ahmet NVEREN on Heuristics and Metaheuristics. The course delves into various heuristic methods, metaheuristics, and optimization tec

3 views • 6 slides



Resource Capacity Accreditation in Forward Capacity Market Overview

Resource Capacity Accreditation project aims to enhance ISO-NE's accreditation processes in the Forward Capacity Market, supporting a reliable, clean-energy transition. Key concepts covered in this educational presentation include accreditation space, methods, benefits, challenges, and improvement o

1 views • 53 slides


Multi-Heuristic Machine Intelligence for Automatic Test Pattern Generation

The 31st Microelectronics Design and Test Symposium featured a virtual event discussing the implementation of multi-heuristic machine intelligence for automatic test pattern generation. The presentation covered motivation, modus operandi, experimental results, conclusions, and future works in the fi

1 views • 17 slides


Understanding Heuristic Evaluation in User Interface Design

Heuristic evaluation is an analytical method where experts evaluate interfaces based on usability principles. This evaluation helps in identifying potential design issues that may impact user satisfaction. The process involves a small group of evaluators reviewing the interface against a set of reco

5 views • 12 slides


Strategies of Teaching Geography in Social Science Education

Social Science education encompasses various disciplines such as history, geography, economics, and sociology. The pedagogy of teaching geography involves linking subject matter with students through methods like lecture, interactive, demonstration, observation, heuristic, project-based, and compute

3 views • 16 slides


Simulation Framework for Controlled Critical Infrastructures Subject to Natural Disasters

This research project focuses on developing a Simulation Framework, utilizing the I2Sim toolbox, to assess the impact of natural disasters on critical infrastructures. The framework includes creating a simulated disaster test environment, designing testing procedures to analyze disaster effects, dev

1 views • 19 slides


Approaches to Study Comparative Politics: Traditional vs. Modern Perspectives

This chapter discusses the importance of approaches in the study of comparative politics, categorizing them into traditional and modern perspectives. Traditional approaches include philosophical, historical, and traditional institutional approaches, highlighting their strengths and limitations. Mode

0 views • 7 slides


Artificial Intelligence Heuristic Search Techniques

Assistant Professor Manimozhi from the Department of Computer Applications at Bon Secours College for Women in Thanjavur is exploring Artificial Intelligence concepts such as weak methods and Generate-and-Test algorithms. The content covers heuristic search techniques like generating and testing, hi

0 views • 7 slides


Understanding Word Sense Disambiguation: Challenges and Approaches

Word Sense Disambiguation (WSD) is a complex task in artificial intelligence that aims to determine the correct sense of a word in context. It involves classifying a word into predefined classes based on its meaning in a specific context. WSD requires not only linguistic knowledge but also knowledge

2 views • 12 slides


Hardness of Proving CCA-Security in Signed ElGamal

Bogdan Warinschi from the University of Bristol, along with David Bernhard and Marc Fischlin, discusses the challenges in proving the chosen-ciphertext security of signed ElGamal encryption schemes. The potential solution involves adding a proof of knowledge to ciphertexts to prevent adversaries fro

0 views • 26 slides


Understanding Informed and Uninformed Search Algorithms in Artificial Intelligence

Delve into the world of search algorithms in Artificial Intelligence with a focus on informed methods like Greedy Search and A* Search, alongside uninformed approaches such as Uniform Cost Search. Explore concepts like search problems, search trees, heuristic functions, and fringe strategies to comp

0 views • 69 slides


Simple Implementation of 8-Puzzle Solver in Python: P8.py

This Python script, p8.py, demonstrates a straightforward implementation of solving an 8-puzzle using the A* algorithm with three different admissible heuristics. It represents states and actions, provides legal actions for the puzzle, and computes the results of actions on states. The code models s

0 views • 10 slides


Understanding 8 Puzzle Problem in Python

Explore a simple implementation of the 8 puzzle problem in Python by solving it using the A* algorithm with three different heuristics: 1. Number of tiles out of place, 2. Manhattan distance, and 3. Object-oriented programming approach. Learn how to model the state, goal test, legal actions, results

0 views • 10 slides


Key Principles in Cryptography: Kerckhoff's and Key Space

Understanding fundamental principles in cryptography, including Kerckhoff's principle, key space requirements, and the importance of secure private-key encryption. Exploring the Shift Cipher's security, key space size considerations, and the need for heuristic constructions for proving scheme securi

0 views • 51 slides


Searching for Nearest Neighbors and Aggregate Distances in Plane Algorithms

This overview discusses different algorithms related to nearest neighbor searching and aggregate distances in the plane. It covers concepts like aggregate-max, group nearest neighbor searching, applications in meeting location optimization, and previous heuristic algorithm work. Results include prep

0 views • 25 slides


Heuristic Search Algorithms in Artificial Intelligence

In the realm of artificial intelligence, heuristic search algorithms play a pivotal role in efficiently navigating large search spaces to find optimal solutions. By leveraging heuristics, these algorithms can significantly reduce the exploration of the search space and guide agents towards the goal

0 views • 14 slides


Using Decision Trees for Program-Based Static Branch Prediction

This presentation discusses the use of decision trees to enhance program-based static branch prediction, focusing on improving the Ball and Larus heuristics. It covers the importance of static branch prediction, motivation behind the research, goals of the study, and background on Ball and Larus heu

0 views • 36 slides


Early History of AI: Reflections on 1960s Innovations and Projects

Explore the early history of AI through reflections on the advancements and projects from the 1960s. Delve into key developments in robotics, computer vision, knowledge engineering, speech and language understanding, and more. Learn about pioneering initiatives like The Hand Eye Project, Image Analy

0 views • 36 slides


Understanding Cognitive Behavioral Approach in Medicine: A Heuristic Perspective

Cognitive-behavioral approach in medicine, analyzed through affective heuristics and problem-solving heuristics, explores factors influencing decision-making processes and the dual processes theory. Key concepts include fast emotional reactions, reliance on emotion in judgment, reducing cognitive lo

0 views • 30 slides


Heuristics for Process Synthesis

This lecture explains heuristic rules that expedite the selection and positioning of processing operations in assembling flowsheets for process synthesis. The importance of selecting non-toxic reaction paths, distributing chemicals effectively, and applying heuristics in separation processes is high

0 views • 46 slides


Understanding Ant Colony Optimization (ACO) in Research

ACO, founded by Dr. Nadeem Javaid, mimics the behavior of real ants to find optimal solutions for complex tasks. Real ants rely on limited individual capabilities but excel in group tasks like nest building, foraging, and defense. ACO utilizes pheromone trails and positive feedback to guide simulate

2 views • 24 slides


Streamlining Job Performance Through Automated Tuning Processes

Explore the innovative approach of Tuning to enhance job performance while sleeping. Learn about the vision, mission, architecture, and typical conversations related to this process. Discover the significance of tuning, manual tuning phases, and Dr. Elephant's heuristic-based recommendations for opt

0 views • 36 slides


Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML

The research focuses on optimizing fusion plans for large-scale machine learning in SystemML. It discusses the motivation behind fusion opportunities, the need for optimizing fusion plans, and system architecture considerations. The study emphasizes the challenges in heuristic fusion planning for co

0 views • 17 slides


Graph Pattern Matching Challenges and Solutions

Graph pattern matching in social networks presents challenges such as costly queries, excessive results, and query focus issues. The complexity of top-k and diversified pattern matching problems requires heuristic algorithms for efficient solutions. Finding best candidates for project roles involves

0 views • 19 slides


Detecting Drive-By Attacks: Analysis of Malicious Javascript in Big Data Environments

Cybersecurity researcher Andrei Bozeanu delves into the complex world of polymorphic viruses, heuristic analysis, and the similarities between polymorphic viruses and malicious Javascript. Discover how these threats operate and evade detection, highlighting the importance of understanding malware be

0 views • 48 slides


Understanding Meaning in Work for Millennials: A Heuristic Study

This study explores the experience of meaning in work for millennials, considering its impact on organizational commitment, change, vision-championing, and leadership. It aims to contribute to the existing knowledge base by examining how millennials perceive and create meaning in their work, using q

0 views • 14 slides


Overcoming Deceptive Idleness with Anticipatory Scheduling

Addressing the issue of deceptive idleness in disk scheduling by implementing an anticipatory scheduling framework that leverages prefetching and anticipation core logic. This framework enhances the efficiency of handling synchronous I/O processes to prevent premature decision-making by the schedule

0 views • 21 slides


ROBOSYNTH: SMT-Based Synthesis of Integrated Task and Motion Plans

The ROBOSYNTH system aims to facilitate the creation of task plans that are feasible at the motion level by integrating task and motion planning. It provides a structured approach to generating plans, considering constraints on robot paths. The system employs a C program with defined actions and con

1 views • 25 slides


Cutting-Edge Disk-Based Search Algorithms in Algorithm Engineering

Explore the world of algorithm engineering with a focus on disk-based search algorithms. Discover how recent successes have tackled challenges in solving complex problems such as the Rubik's Cube, puzzle games, and the Towers of Hanoi. Delve into techniques involving massive state spaces, heuristic

0 views • 79 slides


Artificial Intelligence Course at University of South Carolina

This course at University of South Carolina covers topics such as heuristic problem solving, theorem proving, knowledge representation, and reasoning under uncertainty using Bayesian networks. Students will learn to write Prolog programs, formalize computational problems, and apply search algorithms

0 views • 54 slides


Learning-Based Path Planning for Aerial Multi-View Stereo Reconstruction

This project focuses on view selection and path planning to capture high-quality aerial images using drones for 3D reconstruction. The approach involves exploring scene geometry, generating trajectories, and optimizing image capture within travel constraints. Learning-based methods are preferred ove

0 views • 24 slides


Unveiling the Challenges in Cybersecurity Landscape

Delve into the evolution of computer viruses, the limitations of traditional antivirus solutions, modern virus detection techniques, and strategies to bypass signature-based and heuristic-based detections. Explore the expertise shared by Mohamed Bedewi, a seasoned Security Researcher and Penetration

0 views • 16 slides


Unveiling Realist Methodology in Social Research

Uncover the essence of applied realist methodology through features like theory incarnate, context-dependent explanations, and transferable mechanisms. Explore the logic of analysis using the CMO configuration as a heuristic tool for social explanation, emphasizing the importance of context, mechani

0 views • 6 slides


Optimizing Vehicle Routing with RFID Technology

Vehicle routing problems, specifically the CETSP over a street network, have evolved with RFID technology. This study explores the implementation of RouteSmart and heuristic approaches to minimize travel distance and time. Results show significant improvements in efficiency with potential future enh

0 views • 30 slides


Approaches to Variance Estimation in Social Policy Research

This lecture discusses approaches to estimating sampling variance and confidence intervals in social policy research, covering topics such as total survey error, determinants of sampling variance, analytical approaches, replication-based approaches, and the ultimate cluster method. Various methods a

1 views • 34 slides


SpOC 2022: Delivery Scheduling Space Coders Solutions Overview

The Space Coders team participated in the Delivery Scheduling challenge during the SpOC 2022 competition, aiming to balance the delivery of materials to 12 processing stations using various optimization techniques like simulated annealing, mixed-integer linear programming, and heuristic evaluation.

0 views • 8 slides


Hybrid Optimization Heuristic Instruction Scheduling for Accelerator Codesign

This research presents a hybrid optimization heuristic approach for efficient instruction scheduling in programmable accelerator codesign. It discusses Google's TPU architecture, problem-solving strategies, and computation graph mapping, routing, and timing optimizations. The technique overview high

0 views • 33 slides


Understanding Heuristic Search Algorithms in AI

Heuristic search involves using rules of thumb to guide search algorithms by assessing the likelihood of success based on a heuristic function. This method helps determine the best move or state to pursue towards a specific goal. The concept of heuristic search is explored, along with examples of he

0 views • 12 slides


Heuristic Approach for the Min-Max Multi-Depot Vehicle Routing Problem

This study explores a three-stage heuristic to solve the Min-Max Multi-Depot Vehicle Routing Problem (MDVRP), aiming to minimize the maximum distance traveled by vehicles. It covers an introduction to the problem, literature review, the importance of the min-max objective, and a heuristic solution m

0 views • 21 slides