NDLI: Generic parameter control with reinforcement learning

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An improved multi-start particle swarm-based algorithm for protein structure comparison

A two-leveled hybrid dendritic cell algorithm under imprecise reasoning

Adapting to a changing environment using winner and loser effects

Multiple feature construction for effective biomarker identification and classification using genetic programming

Virtual photography using multi-objective particle swarm optimization

Minimal walsh structure and ordinal linkage of monotonicity-invariant function classes on bit strings

Comparison-based natural gradient optimization in high dimension

Evolutionary algorithms for overlapping correlation clustering

Simultaneous generation of prototypes and features through genetic programming

Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems

There and back again: gene-processing hardware for the evolution and robotic deployment of robust navigation strategies

Monotonic functions in EC: anything but monotone!

Multiple regression genetic programming

Neuro-evolutionary topology optimization of structures by utilizing local state features

Solving GA-hard problems with EMMRS and GPGPUs

Playing regex golf with genetic programming

Improved heuristics for solving OCL constraints using search algorithms

Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic

Evolution under partial information

SPSO 2011: analysis of stability; local convergence; and rotation sensitivity

Clonal selection based fuzzy C-means algorithm for clustering

Evolution of biologically plausible neural networks performing a visually guided reaching task

Enhancing genetic algorithm-based genome-scale metabolic network curation efficiency

Monte Mario: platforming with MCTS

Solving building block problems using generative grammar

Halfspace sampling in evolution strategies

On the efficiency of worst improvement for climbing NK-landscapes

Salient object detection using learning classifiersystems that compute action mappings

Two-dimensional subset selection for hypervolume and epsilon-indicator

Evolving neural networks that are both modular and regular: HyperNEAT plus the connection cost technique

Adaptive-surrogate based on a neuro-fuzzy network and granular computing

GPU-parallel subtree interpreter for genetic programming

Evolutionary algorithms and artificial immune systems on a bi-stable dynamic optimisation problem

Towards highly optimized cartesian genetic programming: from sequential via SIMD and thread to massive parallel implementation

The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis

Surrogate-assisted optimisation of composite applications in mobile ad hoc networks

A grammatical evolution based hyper-heuristic for the automatic design of split criteria

Refined upper bounds on the expected runtime of non-elitist populations from fitness-levels

Identifying and exploiting the scale of a search space in particle swarm optimization

On the runtime analysis of stochastic ageing mechanisms

Evolution of honest signaling by social punishment

GA-based selection of vaginal microbiome features associated with bacterial vaginosis

Semantic aware methods for evolutionary art

Estimation of distribution algorithm using factor graph and Markov blanket canonical factorization

Handling sharp ridges with local supremum transformations

Socially inspired algorithms for the travelling thief problem

SAX-EFG: an evolutionary feature generation framework for time series classification

Improving many-objective optimization performance by sequencing evolutionary algorithms

Trading control intelligence for physical intelligence: muscle drives in evolved virtual creatures

Unbiased black-box complexities of jump functions: how to cross large plateaus

Kaizen programming

Derivative free optimization using a population-based stochastic gradient estimator

GPU-accelerated evolutionary design of the complete exchange communication on wormhole networks

Automated vibrational design and natural frequency tuning of multi-material structures

Robust next release problem: handling uncertainty during optimization

Generic parameter control with reinforcement learning

The impact of random initialization on the runtime of randomized search heuristics

Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization

An improved immune inspired hyper-heuristic for combinatorial optimisation problems

Automated generation of environments to test the general learning capabilities of AI agents

Predicting patterns of gene expression during drosophila embryogenesis

Automatic design of sound synthesizers as pure data patches using coevolutionary mixed-typed cartesian genetic programming

Multi-objective gene-pool optimal mixing evolutionary algorithms

A computationally efficient limited memory CMA-ES for large scale optimization

NSGA-II with iterated greedy for a bi-objective three-stage assembly flowshop scheduling problem

Evolving deep unsupervised convolutional networks for vision-based reinforcement learning

Efficiently identifying pareto solutions when objective values change

Guided self-organization in indirectly encoded and evolving topographic maps

Runtime analysis for maximizing population diversity in single-objective optimization

On size, complexity and generalisation error in GP

A novel population-based multi-objective CMA-ES and the impact of different constraint handling techniques

MapReduce-based optimization of overlay networks using particle swarm optimization

Hierarchical simulation for complex domains: air traffic flow management

A parallel evolutionary algorithm for prioritized pairwise testing of software product lines

Evolvability metrics in adaptive operator selection

Robustness of populations in stochastic environments

A tribal ecosystem inspired algorithm (TEA) for global optimization

A generic finite automata based approach to implementing lymphocyte repertoire models

Evolution of communication and cooperation

Multiple graph edit distance: simultaneous topological alignment of multiple protein-protein interaction networks with an evolutionary algorithm

EVOR: an online evolutionary algorithm for car racing games

Multimodality and the linkage-learning difficulty of additively separable functions

Efficient identification of improving moves in a ball for pseudo-boolean problems

Three-cornered coevolution learning classifier systems for classification tasks

The parameter optimization of kalman filter based on multi-objective memetic algorithm

Some distance measures for morphological diversification in generative evolutionary robotics

Parameter-less population pyramid

Asynchronously evolving solutions with excessively different evaluation time by reference-based evaluation

Use of explicit memory in the dynamic traveling salesman problem

Enhancing parallel cooperative trajectory based metaheuristics with path relinking

Using an adaptive invasion-based model for fast range image registration

High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III

On the pathological behavior of adaptive differential evolution on hybrid objective functions

Concentration of first hitting times under additive drift

Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach

The evolution of kin inclusivity levels

Evolving multimodal behavior with modular neural networks in Ms. Pac-Man

A hybrid incremental genetic algorithm for subgraph isomorphism problem

Complete action map or best action map in accuracy-based reinforcement learning classifier systems

A framework for the study of preference incorporation in multiobjective evolutionary algorithms

Growth in co-evolution of sensory system and signal processing for optimal wing control

Genetic algorithm for sampling from scale-free data and networks

Word count as a traditional programming benchmark problem for genetic programming

Design and analysis of adaptive migration intervals in parallel evolutionary algorithms

Recognizing planar kinematic mechanisms from a single image using evolutionary computation

Comparing search techniques for finding subtle higher order mutants

Analysis of evolutionary algorithms using multi-objective parameter tuning

MMAS vs. population-based EA on a family of dynamic fitness functions

Consensus costs and conflict in a collective movement

Overcoming deception in evolution of cognitive behaviors

Data-driven local optima network characterization of QAPLIB instances

A modified XCS classifier system for sequence labeling

Controlling selection area of useful infeasible solutions and their archive for directed mating in evolutionary constrained multiobjective optimization

Novelty search creates robots with general skills for exploration

Stochastic tunneling transformation during selection in genetic algorithm

Evolving "less-myopic" scheduling rules for dynamic job shop scheduling with genetic programming

An implicitly parallel EDA based on restricted boltzmann machines

Passive solar building design using genetic programming

Generating structured test data with specific properties using nested Monte-Carlo search

Online model racing based on extreme performance

Model-optimal optimization by solving bellman equations

Ant colony optimization with group learning

Encouraging creative thinking in robots improves their ability to solve challenging problems

A heuristic approach to schedule reoptimization in the context of interactive optimization

A memetic algorithm to select training data for support vector machines

Hypervolume-based local search in multi-objective evolutionary optimization

A continuous developmental model for wind farm layout optimization

A fixed budget analysis of randomized search heuristics for the traveling salesperson problem

Behavioral programming: a broader and more detailed take on semantic GP

Quantum inspired genetic algorithm for community structure detection in social networks

On the performance of multiple objective evolutionary algorithms for software architecture discovery

A theoretical analysis of volume based Pareto front approximations

Anticipatory stigmergic collision avoidance under noise

Coevolutionary learning of swarm behaviors without metrics

Static vs. dynamic populations in genetic algorithms for coloring a dynamic graph

Inverted PBI in MOEA/D and its impact on the search performance on multi and many-objective optimization

From fitness landscape to crossover operator choice

Utilization of reductions and abstraction elimination in typed genetic programming

Evolved spacecraft trajectories for low earth orbit

Applying search algorithms for optimizing stakeholders familiarity and balancing workload in requirements assignment

Gaussian mixture model of evolutionary algorithms

Differential evolution using mutation strategy with adaptive greediness degree control

Evolving joint-level control with digital muscles

A comprehensive benchmark set and heuristics for the traveling thief problem

Hybridization of electromagnetism with multi-objective evolutionary algorithms for RCPSP

Evolving QWOP gaits

Improving 3D medical image registration CUDA software with genetic programming

Dynamic multi-dimensional PSO with indirect encoding for proportional fair constrained resource allocation

Superpolynomial lower bounds for the (1+1) EA on some easy combinatorial problems

Constrained multi-objective aerodynamic shape optimization via swarm intelligence

Directional communication in evolved multiagent teams

Performance of metropolis algorithm for the minimum weight code word problem

An improved NSGA-III procedure for evolutionary many-objective optimization

Search for maximal snake-in-the-box using new genetic algorithm

Grammar-based genetic programming with dependence learning and bayesian network classifier

Genetic algorithms and deep learning for automatic painter classification

Runtime analysis to compare best-improvement and first-improvement in memetic algorithms

Automatic path planning for autonomous underwater vehicles based on an adaptive differential evolution

Generational neuro-evolution: restart and retry for improvement

Asymmetric quadratic landscape approximation model

Evolutionary many-objective optimization using ensemble fitness ranking

Feedback control for multi-modal optimization using genetic algorithms

Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach

A novel human-computer collaboration: combining novelty search with interactive evolution

Generalized asymmetric partition crossover (GAPX) for the asymmetric TSP

A bilevel optimization approach to automated parameter tuning

Evolutionary parameter estimation for a theory of planned behaviour microsimulation of alcohol consumption dynamics in an English birth cohort 2003 to 2010

Wolfpack-inspired evolutionary algorithm and a reaction-diffusion-based controller are used for pattern formation

Revised analysis of the (1+1) ea for the minimum spanning tree problem

Learning the structure of large-scale bayesian networks using genetic algorithm

Evolutionary algorithms for classification of malware families through different network behaviors

Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site

Multi-objective routing optimisation for battery-powered wireless sensor mesh networks

Efficient global optimization for combinatorial problems

Applying GA with local search by taking hamming distances into consideration to credit erasure processing problems

Genetic algorithm-based solver for very large multiple jigsaw puzzles of unknown dimensions and piece orientation

On homogenization of coal in longitudinal blending beds

Eco-friendly reduction of travel times in european smart cities

Evolutionary agent-based simulation of the introduction of new technologies in air traffic management

Tuning multi-objective optimization algorithms for cyclone dust separators

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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